DICE LAB

23-02-28
백영승

Frustum PointNets for 3D Object Detection from RGB-D Data

CVPR

2018
CV

[link]
[link]

23-02-28
백영승

PointRCNN : 3D Object Proposal Generation and Detection from Point Cloud

CVPR

2019
CV

[link]
[link]

23-02-28
김기백

Embedding Recycling for Language Models

EACL

2023
NLP

[link]
[link]

23-02-22
김현재

Prompt-Matched Semantic Segmentation

arXiv

2022
CV

[link]
[link]

23-02-22
임상훈

Efficient End-to-End Video Question Answering
with Pyramidal Multimodal Transformer

AAAI

2023
NLP

[link]
[link]

23-02-16
김동환

HyperPrompt: Prompt-based Task-Conditioning of Transformers

ICML

2022
NLP

[link]
[link]

23-02-16
이선훈

Fully Sparse 3D Object Detection

NeurIPS

2022
CV

[link]
[link]

23-02-08
손성빈

Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks

ACL

2021
NLP

[link]
[link]

23-02-08
김경민

Training language models to follow instructions with human feedback

arXiv

2022
NLP

[link]
[link]

23-02-01
김기백

The Forward-Forward Algorithm: Some Preliminary Investigations

arXiv

2022
DL

[link]
[link]

23-02-01
김현재

Vision Transformer Adapter for Dense Predictions

ICLR

2023
CV

[link]
[link]

23-01-25
임상훈

Non-Autoregressive Neural Machine Translation

ICLR

2018
NLP

[link]
[link]

23-01-25
김동환

Learning to Generate Question by Asking Question: A Primal-Dual Approach with Uncommon Word Generation

EMNLP

2022
NLP

[link]
[link]

23-01-18
이선훈

Contemporary methods of Loss and targeting in the object detection

–

–
CV

[link]
[link]

23-01-18
백영승

HVNet: Hybrid Voxel Network for LiDAR Based 3D Object Detection

CVPR

2020
CV

[link]
[link]

23-01-02
손성빈

AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition

NeurIPS

2022
CV

[link]
[link]

23-01-02
김경민

Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models

EMNLP

2022
NLP

[link]
[link]

22-12-21
백영승

Voxelnet: End-to-End Learning for Point Cloud Based 3D Object Detection

CVPR

2018
CV

[link]
[link]

22-11-23
김현재

Image Segmentation Using Text and Image Prompts

CVPR

2022
CV

[link]
[link]

22-11-23
김기백

HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification

EMNLP

2022
NLP

[link]
[link]

22-11-16
임상훈

CONTRASTIVELY ENFORCING DISTINCTIVENESS FOR MULTI-LABEL CLASSIFICATION

arXiv

2022
CV

[link]
[link]

22-11-09
김동환

ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding

COLING

2022
NLP

[link]
[link]

22-11-09
이선훈

Center-based 3d object detection and tracking

CVPR

2021
CV

[link]
[link]

22-11-02
박용준

AO2-DETR: Arbitrary-Oriented Object Detection Transformer

arXiv

2022
CV

[link]
[link]

22-10-26
손성빈

Unified Contrastive Learning in Image-Text-Label Space

CVPR

2022
CV

[link]
[link]

22-10-26
김경민

ByT5: Towards a token-free future with pre-trained byte-to-byte models

TACL

2022
NLP

[link]
[link]

22-10-19
김현재

Panoptic Segmentation

CVPR

2019
CV

[link]
[link]

22-10-19
백영승

DINO: DETR with Improved DeNoising
Anchor Boxes for End-to-End Object Detection

arXiv

2022
CV

[link]
[link]

22-10-05
김기백

Language Modelling with Pixels

arXiv

2022
NLP

[link]
[link]

22-10-05
임상훈

Improved Text Classification via Contrastive Adversarial Training

AAAI

2022
NLP

[link]
[link]

22-09-28
김동환

COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining

NeurIPS

2021
NLP

[link]
[link]

22-09-22
손성빈

Masked Autoencoders Are Scalable Vision Learners

CVPR

2022
CV

[link]
[link]

22-09-22
김경민

Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

NeurIPS

2020
NLP

[link]
[link]

22-09-14
이선훈

Dn-detr: Accelerate detr training by introducing query denoising

CVPR

2022
CV

[link]
[link]

22-09-07
조성웅

Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Langauge Processing

arXiv

2021
NLP

[link]
[link]

22-09-07
조성웅

reStructured Pre-training

arXiv

2022
NLP

[link]
[link]

22-08-17
–

Deep Residual Learning for Image Recognition

CVPR

2016
CV

[link]
[link]

22-08-17
백영승

DAB-DETR: DYNAMIC ANCHOR BOXES ARE BETTER QUERIES FOR DETR

ICLR

2022
CV

[link]
[link]

22-08-10
임상훈

Incorporating Hierarchy into Text Encoder: a Contrastive Learning
Approach for Hierarchical Text Classification

ACL

2022
NLP

[link]
[link]

22-08-10
김기백

ML-Decoder: Scalable and Versatile Classification Head

arXiv

2021
CV

[link]
[link]

22-08-03
김동환

Intent Detection and Discovery from User Logs via Deep Semi-Supervised Contrastive Clustering

NAACL

2022
NLP

[link]
[link]

22-08-03
김현재

Pointly-supervised instance segmentation

CVPR

2022
CV

[link]
[link]

22-07-27
백영승

Swin Transformer : Hierachical Vision Transformer using Shifted Windows

CVPR

2021
CV

[link]
[link]

22-07-27
손성빈

Jigsaw Clustering for Unsupervised Visual Representation Learning

CVPR

2021
CV

[link]
[link]

22-07-27
조성웅

Discovering New Intents with Deep Aligned Clustering

AAAI

2021
NLP

[link]
[link]

22-07-20
박용준

Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data

ICCV

2021
CV

[link]
[link]

22-07-20
김경민

SimCSE: Simple Contrastive Learning of Sentence Embeddings

EMNLP

2021
NLP

[link]
[link]

22-07-06
이선훈

Embracing Single Stride 3D Object Detector with Sparse Transformer

CVPR

2022
CV

[link]
[link]

22-07-06
임상훈

Are Prompt-based Models Clueless?

ACL

2022
NLP

[link]
[link]

22-06-15
김현재

Segmenter: Transformer for Semantic Segmentation

ICCV

2021
CV

[link]
[link]

22-06-15
김기백

Using Context-to-Vector with Graph Retrofitting to Improve Word
Embeddings

ACL

2022
NLP

[link]
[link]

22-05-25
김경민

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

NAACL

2019
NLP

[link]
[link]

22-05-11
김동환

QRelScore: Better Evaluating Generated Questions with Deeper
Understanding of Context-aware Relevance

arXiv

2022
NLP

[link]
[link]

22-04-27
조성웅

Asking Questions the Human Way: Scalable Question-Answer Generation from Text Corpus

WWW

2020
NLP

[link]
[link]

22-04-27
정준욱

End-to-End Semi-Supervised Object Detection with Soft Teacher

ICCV

2021
CV

[link]
[link]

22-04-20
백영승

End-to-End Object Detection with Transformers

ECCV

2020
CV

[link]
[link]

22-04-20
백영승

Anchor DETR : Query Design for Transformer-Based Object Detection

AAAI

2022
CV

[link]
[link]

22-04-13
박용준

Style Transfer 연구 요약(part1)

–

–
CV

[link]
[link]

22-04-06
김현재

Semi-Supervised Classification with Graph Convolutional Networks

–

–
ML

[link]
[link]

22-04-06
김동환

UNILMv2: Pseudo-Masked Language Models for
Unified Language Model Pre-Training

ICML

2020
NLP

[link]
[link]

22-03-30
손지원

Supervised Contrastive Learning

NIPS

2020
ML

[link]
[link]

22-03-30
김경민

Plug and Play Language Models: A Simple Approach to Controlled Text Generation

ICLR

2020
NLP

[link]
[link]

22-03-16
이선훈

SDR 연구 집대성

–

–
CV

[link]
[link]

22-03-10
김기백

UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings

EMNLP

2021
NLP

[link]
[link]

22-02-25
임상훈

Hierarchy-Aware T5 with Path-Adaptive Mask Mechanism for Hierarchical Text
Classification

arXiv

2021
NLP

[link]
[link]

22-02-16
조성웅

ERNIE-GEN:An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation

IJCAI

2020
NLP

[link]
[link]

22-02-09
이선훈

Pointnet: Deep learning on point sets for 3d classification and segmentation

CVPR

2017
CV

[link]
[link]

22-02-04
박용준

DEFORMABLE DETR: DEFORMABLE TRANSFORMERS FOR END-TO-END OBJECT DETECTION

ICLR

2021
CV

[link]
[link]

22-02-04
조성웅

How does this interaction affect me? Interpretable attribution for feature interactions

NeurIPS

2020
NLP

[link]
[link]

22-01-19
백영승

Image Style Transfer Using Convolutional Neural Networks

CVPR

2016
CV

[link]
[link]

22-01-19
백영승

Multi-style Generative Network for Real-Time Transfer

–

–
CV

[link]
[link]

22-01-19
김현재

Mask R-CNN

ICCV

2017
CV

[link]
[link]

22-01-12
김기백

Modeling Fine-Grained Entity Types with Box Embeddings

ACL

2021
NLP

[link]
[link]

22-01-12
김동환

Biomedical Entity Representations with Synonym Marginalization

ACL

2020
NLP

[link]
[link]

22-01-05
임상훈

Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification

ACL

2021
NLP

[link]
[link]

21-12-29
정준욱

Learning to Cluster Faces on an Affinity Graph

CVPR

2019
CV

[link]
[link]

21-12-29
이선훈

“Why should i trust you?”:Explaining the predictions of any classifier

KDD

2016
ML

[link]
[link]

21-12-20
정준욱

Linkage Based Face Clustering via Graph Convolution Network

CVPR

2019
CV

[link]
[link]

21-12-20
김동환

Exploring the Role of BERT Token Representations to Explain Sentence Probing Results

EMNLP

2021
NLP

[link]
[link]

21-12-13
박용준

Momentum Contrast for Unsupervised Visual Representation Learning

CVPR

2020
CV

[link]
[link]

21-12-13
백영승

You Only Look Once: Unified, Real-Time Object Detection

CVPR

2016
CV

[link]
[link]

21-12-06
김기백

Exploring the Representation of Word Meanings in Context: A Case Study on Homonymy and Synonymy

ACL

2021
NLP

[link]
[link]

21-12-06
김경민

google’s neural machine translation system bridging the gap between human and machine translation

arXiv

2016
NLP

[link]
[link]

21-11-29
김현재

U-Net: Convolutional Networks for Biomedical
Image Segmentation

MICCAI

2015
CV

[link]
[link]

21-11-22
손성빈

A Simple Framework for Contrastive Learning of Visual Representations

ICML

2020
CV

[link]
[link]

21-11-08
이선훈

Learning deep features for discriminative localization

CVPR

2016
CV

[link]
[link]

21-11-08
조성웅

Post-hoc Interpretability for Neural NLP: A survey[Part-1]

arXiv

2021
NLP

[link]
[link]

21-11-01
조성웅

Connecting Attributions and QA Model Behavior on Realistic Counterfactuals

EMNLP

2021
NLP

[link]
[link]

21-11-01
박용준

MLP-Mixer:An all-MLP Architecture for Vision

arXiv

2021
CV

[link]
[link]

21-10-18
임상훈

Transformer Feed-Forward Layers Are Key-Value Memories

EMNLP

2021
NLP

[link]
[link]

21-10-11
김동환

Prefix-Tuning: Optimizing Continuous Prompts for Generation

ACL

2021
NLP

[link]
[link]

21-10-11
김기백

Knowledge Neurons in Pretrained Transformers

arXiv

2021
NLP

[link]
[link]

21-10-04
박주찬

ReDet A Rotation-equivariant Detector for Aerial Object Detection

CVPR

2021
CV

[link]
[link]

21-10-04
손성빈

SegFormer: Simple and Efficient Design for Semantic
Segmentation with Transformers

arxiv

2021
CV

[link]
[link]

21-09-27
정준욱

MagFace: A Universal Representation for Face Recognition and Quality Assessment

CVPR

2021
CV

[link]
[link]

21-09-27
박용준

Training data-efficient image transformers & distillation through attention

ICML

2021
CV

[link]
[link]

21-09-15
이선훈

MonStereo When Monocular and Stereo Meet

ICRA

2021
CV

[link]
[link]

21-09-01
손지원

Time-Series Representation Learning via Temporal and Contextual Contrasting

IJCAI

2021
Other

[link]
[link]

21-08-25
김동환

TinyBERT: Distilling BERT for Natural Language Understanding

EMNLP

2020
NLP

[link]
[link]

21-08-25
손성빈

Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective
with Transformers

CVPR

2021
CV

[link]
[link]

21-08-18
임상훈

BERT-ATTACK: Adversarial Attack Against BERT Using BERT

EMNLP

2020
NLP

[link]
[link]

21-08-18
김기백

Learning Faithful Representations of Causal Graphs

ACL

2021
NLP

[link]
[link]

21-08-11
박주찬

Unsupervised Monocular Depth Estimation with Left-Right Consistency

CVPR

2017
CV

[link]
[link]

21-08-04
정준욱

3D Bounding Box Estimation Using Deep Learning and Geometry

CVPR

2017
CV

[link]
[link]

21-08-04
이선훈

DeepCalib: a deep learning approach for automatic intrinsic calibration of wide field-of-view cameras

CVMP

2018
CV

[link]
[link]

21-07-28
박용준

General Multi-label Image Classification with Transformers

CVPR

2021
CV

[link]
[link]

21-07-28
김기백

WARP:Word-level Adversarial ReProgramming

ACL

2021
NLP

[link]
[link]

21-07-21
임상훈

Are Pre-trained Convolutions Better than Pre-trained Transformers?

ACL

2021
NLP

[link]
[link]

21-07-21
손성빈

BEiT: BERT Pre-Training of Image Transformers

arXiv

2021
CV

[link]
[link]

21-07-14
김동환

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

ICLR

2020
NLP

[link]
[link]

21-07-14
박주찬

Scale-aware Automatic Augmentation for Object Detection

CVPR

2021
CV

[link]
[link]

21-07-07
정준욱

Realtime multi-person 2d pose estimation using part affinity fields

CVPR

2017
CV

[link]
[link]

21-07-07
임상훈

Feature Projection for Improved Text Classification

ACL

2020
NLP

[link]
[link]

21-06-23
박용준

Philosophy of artificial intelligence

–

–
Other

[link]
[link]

21-06-23
이선훈

0. 3D 컴퓨터비전(카메라 기초)

–

–
CV

[link]
[link]

21-06-23
박용준

SSD:Single Shot Multibox Detector

ECCV

2016
CV

[link]
[link]

21-06-16
조성웅

Pre-Training Transformers as Energy-Based Cloze Models

EMNLP

2020
NLP

[link]
[link]

21-06-16
손성빈

Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

arXiv

2021
CV

[link]
[link]

21-06-09
김동환

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

ICLR

2020
NLP

[link]
[link]

21-06-09
임상훈

Pay Attention to MLPs

arXiv

2021
DL

[link]
[link]

21-06-02
조성웅

Retrospective Reader for Machine Reading Comprehension

AAAI

2021
NLP

[link]
[link]

21-06-02
박주찬

Learning from Noisy Anchors for One-stage Object Detection

CVPR

2020
CV

[link]
[link]

21-05-26
이선훈

함수의 극한과 연속

–

–
Math

[link]
[link]

21-05-26
김동환

Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward

ACL

2020
NLP

[link]
[link]

21-05-19
김기백

Large Memory Layers with Product keys

NeurIPS

2019
NLP

[link]
[link]

21-05-12
정준욱

Face Recognition A to Z

–

–
CV

[link]
[link]

21-05-12
손성빈

End-to-End Object Detection with Transformers

ECCV

2020
CV

[link]
[link]

21-05-05
김기백

Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context

ACL

2019
NLP

[link]
[link]

21-05-05
조성웅

Neural Approaches to Conversational AI

Foundations and Trends in Information Retrieval

2019
NLP

[link]
[link]

21-04-28
조성웅

DSTC9 track1: workshop papers

AAAI workshops

2021
NLP

[link]
[link]

21-04-21
정준욱

VinVL: Revisiting Visual Representations in Vision-Language Models

arXiv

2021
NLP, CV

[link]
[link]

21-04-07
손성빈

An Image is Worth 16 x 16 Words: Transformers For Image Recognition at Scale

ICLR

2021
CV

[link]
[link]

21-04-07
임상훈

When Attention Meets Fast Recurrence Training Language Models with Reduce Compute

arXiv

2021
NLP

[link]
[link]

21-03-31
박주찬

Feature Selective Anchor-Free Module for Single-Shot Object Detection

CVPR

2019
CV

[link]
[link]

21-03-31
김동환

Domain Aware Neural Dialog System

arXiv

2017
NLP

[link]
[link]

21-03-24
이선훈

논리와 증명

–

–
Math

[link]
[link]

21-03-24
정준욱

Circle Loss: A Unified Perspective of Pair Similarity Optimization

CVPR

2020
CV

[link]
[link]

21-03-17
박용준

You Only Look Once : Unified, Real-Time Object Detection

CVPR

2016
CV

[link]
[link]

21-03-17
김기백

Simple Recurrent Units for Highly Parallelizable Recurrence

EMNLP

2018
NLP

[link]
[link]

21-03-10
손성빈

RepPoints: Points Set Representation for Object Detection

ICCV

2019
CV

[link]
[link]

21-03-03
임상훈

Language Models with Transformers

arXiv

2019
NLP

[link]
[link]

21-02-24
박주찬

Multiple Anchor Learning for Visual Object Detection

CVPR

2020
CV

[link]
[link]

21-02-17
정준욱

Improved Deep Metric Learning with Multi-class N-pair Loss Objective

NIPS

2016
CV

[link]
[link]

21-02-17
박용준

Image Style Transfer Using Convolutional Neural Networks

CVPR

2016
CV

[link]
[link]

21-02-03
손성빈

Analysis of Anchor-based and Anchor-free Detection

–

–
CV

[link]
[link]

21-02-03
김기백

Deep contextualized word representations

NAACL

2018
NLP

[link]
[link]

21-01-27
이선훈

COVID-19 Control by Computer Vision Approaches: A Survey

IEEE ACCESS

2020
CV

[link]
[link]

21-01-27
임상훈

Hierarchy-Aware Global Model for Hierarchical Text Classification

ACL

2020
NLP

[link]
[link]

21-01-27
김동환

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

NAACL

2018
NLP

[link]
[link]

21-01-20
정준욱

YOLOv4:Optimal Speed and Accuracy of Object Detection

arXiv

2020
CV

[link]
[link]

21-01-20
박주찬

Dynamic Anchor Learning for Arbitrary-Oriented Object Detection

arXiv

2020
CV

[link]
[link]

21-01-08
박용준

SmokeNet Satellite Smoke Scene Detection Using Convolutional Neural Network with Spatial and Channel-Wise Attention

Sensors

2019
CV

[link]
[link]

21-01-05
이선훈

Vision‐based garbage dumping action detection for real‐world surveillance platform

ETRI Journal

2019
CV

[link]
[link]

20-12-30
김동환

Attention is All you Need

NIPS

2017
NLP

[link]
[link]

20-12-30
손성빈

Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection

CVPR

2020
CV

[link]
[link]

20-12-16
임상훈

Graph Transformer Networks

NeurIPS

2019
ML

[link]
[link]

20-12-16
김기백

Graph Attention Networks

ICLR

2018
ML

[link]
[link]

20-12-09
박주찬

Align Deep Features for Oriented Object Detection

arXiv

2020
CV

[link]
[link]

20-11-18
김기백

Neural Machine Translation by Jointly Learning to Align and Translate

ICLR

2015
NLP

[link]
[link]

20-11-17
이선훈

Data augmentation using learned transformations for one-shot medical image segmentation

CVPR

2019
CV

[link]
[link]

20-11-11
조성웅

PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization

ICML

2020
NLP

[link]
[link]

20-11-11
정준욱

PROGRESSIVE GROWING OF GANS FOR IMPROVED QUALITY, STABILITY, AND VARIATION

ICLR

2018
CV

[link]
[link]

20-10-28
이선훈

NVIDIA Jetson TX2 architecture

–

–
Other

[link]
[link]

20-10-28
박용준

Progressive Growing of GANs for Improved Quality, Stability, and Variation

arXiv

2018
CV

[link]
[link]

20-10-21
손성빈

GLAMpoints: Greedily Learned Accurate Match points

ICCV

2019
CV

[link]
[link]

20-10-21
김기백

Attention Is All You Need

NIPS

2017
NLP

[link]
[link]

20-10-14
임상훈

A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation

ACL

2020
NLP

[link]
[link]

20-09-23
김동환

LSTM-based Encoder-Decoder for Multi-sensor Anomaly Detection

ICML

2016
NLP

[link]
[link]

20-09-23
이선훈

Transformer Network for Trajectory Forecasting

arXiv

2020
CV

[link]
[link]

20-09-16
정준욱

A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data

AAAI

2019
ML

[link]
[link]

20-09-16
박주찬

Deep Learning for 3D Point Clouds: A Survey

TPAMI

2020
CV

[link]
[link]

20-08-25
손성빈

Rf-net: An end-to-end image matching network based on receptive field

CVPR

2019
CV

[link]
[link]

20-08-25
조성웅

Non-Autoregressive Dialog State Tracking

ICLR

2020
NLP

[link]
[link]

20-08-17
이선훈

Neural Data Server: A Large-Scale Search Engine for Transfer Learning Data

CVPR

2020
CV, Other

[link]
[link]

20-08-17
손지원

Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward

ACL

2020
NLP

[link]
[link]

20-08-11
손지원

Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards

ACL

2019
NLP

[link]
[link]

20-07-29
임상훈

Deep Learning for Extreme Multi-label Text Classification

SIGIR

2017
NLP

[link]
[link]

20-07-29
정준욱

Unsupervised Representation Learning By Predicting Image Rotations

ICLR

2018
CV

[link]
[link]

20-07-14
손성빈

You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization

arXiv

2019
CV

[link]
[link]

20-07-14
박주찬

SlowFast Networks for Video Recognition

ICCV

2019
CV

[link]
[link]

20-07-07
조성웅

Few-shot Natural Language Generation for Task-Oriented Dialog

arXiv

2020
NLP

[link]
[link]

20-06-16
이선훈

Temporal Segment Networks for Action Recognition in Videos

TPAMI

2018
CV

[link]
[link]

20-06-16
이선훈

Two-Stream Convolutional Networks for Action Recognition in Videos

NIPS

2014
CV

[link]
[link]

20-06-09
임상훈

Representation Learning on Network – Tutorial

WWW

2018
DL

[link]
[link]

20-06-09
이선훈

G-TAD: Sub-Graph Localization for Temporal Action Detection

CVPR

2020
CV

[link]
[link]

20-06-02
정준욱

Improved Training of Wasserstein GANs

NIPS

2017
CV

[link]
[link]

20-06-02
박주찬

Gliding vertex on the horizontal bounding box for multi-oriented object detection

TPAMI

2020
CV

[link]
[link]

20-05-26
손지원

Domain aware Abstractive Text Summarization for Medical Document

BIBM

2018
NLP

[link]
[link]

20-05-20
손성빈

ResNeSt:Split-Attention Networks

arXiv

2020
CV

[link]
[link]

20-05-20
이선훈

Striking the Right Balance with Uncertainty

CVPR

2019
CV

[link]
[link]

20-05-14
임상훈

LARGE BATCH OPTIMIZATION FOR DEEP LEARNING: TRAINING BERT IN 76 MINUTES

ICLR

2020
NLP, CV

[link]
[link]

20-05-07
조성웅

Deep Learning for Dialogue Systems

COLLING

2018
NLP

[link]
[link]

20-05-04
이선훈

What Uncertainty Do We Need in Bayesian Deep Learning for Computer Vision

NIPS

2017
CV

[link]
[link]

20-04-29
박주찬

Deformable Convolutional Networks

ICCV

2017
CV

[link]
[link]

20-04-29
이선훈

Dropout as a bayesian approximation: Representing model uncertainty in deep learning

JMLR

2016
DL

[link]
[link]

20-04-15
박주찬

Learning to Reweight Examples for Robust Deep Learning

ICML

2018
CV

[link]
[link]

20-04-15
손성빈

ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices

CVPR

2018
CV

[link]
[link]

20-04-08
이선훈

Gaussian Process Regression

–

–
Other

[link]
[link]

20-04-08
손지원

Word Embedding-Based Biomedical Text Summarization

IRICT

2019
NLP

[link]
[link]

20-04-01
정준욱

Progressive Growing of GANs for Improved Quality, Stability, and Variation

ICLR

2018
CV

[link]
[link]

20-03-25
조성웅

ELECTRA: PRE-TRAINING TEXT ENCODERS AS DISCRIMINATORS RATHER THAN GENERATORS

ICLR

2020
NLP

[link]
[link]

20-03-17
임상훈

Concept Pointer Network for Abstractive Summarization

EMNLP

2019
NLP

[link]
[link]

20-03-04
정준욱

Libra R-CNN: Towards Balanced Learning for Object Detection

CVPR

2019
CV

[link]
[link]

20-03-04
손지원

Sequence Level Training with Recurrent Neural Networks

ICLR

2016
NLP

[link]
[link]

20-02-26
손성빈

R-FCN: Object Detection via Region-based Fully Convolutional Networks

NNIPS

2016
CV

[link]
[link]

20-02-26
이선훈

Learning roi transformer for oriented object detection in aerial image

CVPR

2019
CV

[link]
[link]

20-02-18
박주찬

Faster R-CNN : Towards Real-Time Object Detection with Region Proposal Networks

NIPS

2015
CV

[link]
[link]

20-02-12
임상훈

Large-Scale Hierarchical Text Classification with Recursively Regularized Deep Graph-CNN

WWW

2018
NLP

[link]
[link]

20-02-05
이선훈

Biomedical Image Segmentation via Representative Annotation

AAAI

2019
CV

[link]
[link]

20-02-05
조성웅

Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

arXiv

2019
NLP

[link]
[link]

20-01-29
정준욱

Unsupervised Representation Learning With Deep Convolutional Generative Adversarial Networks

ICLR

2016
CV

[link]
[link]

20-01-22
손성빈

Focal Loss for Dense Object Detection

ICCV

2017
CV

[link]
[link]

20-01-22
조성웅

The Natural Language Decathlon Multitask Learning as Question Answering

arXiv

2018
NLP

[link]
[link]

20-01-15
손지원

Better Rewards Yield Better Summaries: Learning to Summarise Without References

EMNLP

2019
NLP

[link]
[link]

20-01-15
정준욱

VarGFaceNet: An Efficient Variable Group Convolutional Neural Network for Lightweight Face Recognition

CVPR

2019
CV

[link]
[link]

20-01-08
이선훈

Data augmentation using learned transformations for one-shot medical image segmentation

CVPR

2019
CV

[link]
[link]

20-01-08
박주찬

EfficientDet : Scalable and Efficient Object Detection

arXiv

2019
CV

[link]
[link]

19-12-05
손지원

Sentence-BERT:Sentence Embeddings using Siamese BERT-Networks

EMNLP

2019
NLP

[link]
[link]

19-12-05
임상훈

Hierarchical Attention Networks for Document Classification

NAACL

2016
NLP

[link]
[link]

19-12-03
정준욱

Novel Weight Initialization

–

–
DL

[link]
[link]

19-11-28
임상훈

Graph Learning Network: A Structure Learning Algorithm

ICML Workshop

2019
DL

[link]
[link]

19-11-26
박주찬

Arbitrary-Oriented Scene Text Detection via Rotation proposals

IEEE TMM

2018
CV

[link]
[link]

19-11-26
손성빈

You Only Look Twice: Rapid Multi Scale Object Detection in Satellite Imagery

arXiv

2018
CV

[link]
[link]

19-11-21
임상훈

Inductive Representation Learning on Large Graphs

NIPS

2017
NLP

[link]
[link]

19-11-21
정준욱

Learning Deep Features for Discriminative Localization

CVPR

2016
CV

[link]
[link]

19-11-21
이선훈

MobileNetV2: Inverted Residuals and Linear Bottleneck

CVPR

2018
CV

[link]
[link]

19-11-19
손지원

Extracting UMLS Concepts from Medical Text Using General and Domain-Specific Deep Learning Models

LOUHI

2019
CV

[link]
[link]

19-11-14
이선훈

H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation From CT Volumes

IEEE TRANSACTIONS ON MEDICAL IMAGING

2018
CV, NLP

[link]
[link]

19-11-12
손지원

Deep contextualized embeddings for quantifying the informative content in biomedical text summarization

CMPB

2020
CV

[link]
[link]

19-11-12
정준욱

EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks

ICML

2019
CV

[link]
[link]

19-11-07
조성웅

Sentimet Classification using Document Embeddings trained with Cosine Similarity

ACL

2019
NLP

[link]
[link]

19-11-05
임상훈

Graph Convolutional Networks for Text Classification

AAAI

2019
NLP

[link]
[link]

19-11-03
이선훈

Densely Connected Convolutional Networks

CVPR

2017
CV

[link]
[link]

19-10-31
정준욱

AdaCos Adaptively Scaling Cosine Logits for Effectively Learning Deep Face Representations

CVPR

2018
CV

[link]
[link]

19-10-31
손지원

Deep Reinforced Model for Abstractive Summarization

ICLR

2018
NLP

[link]
[link]

19-10-22
박주찬

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

CVPR

2017
CV

[link]
[link]

19-10-15
손지원

MASS: Masked Sequence to Sequence Pre-training for Language Generation

ICML

2019
NLP

[link]
[link]

19-10-15
손성빈

ASSD : Attentive Single Shot Multibox Detector

Computer Vision and Image Understanding

2019
CV

[link]
[link]

19-10-10
임상훈

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

ICLR

2020
NLP

[link]
[link]

19-10-08
손지원

U-Net: Convolutional Networks for Biomedical Image Segmentation

MICCAI

2015
CV

[link]
[link]

19-10-04
이선훈

minimum description length

–

–
Math

[link]
[link]

19-10-04
임상훈

Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context

ACL

2019
NLP

[link]
[link]

19-10-04
조성웅

Searching for MobileNetV3

arxiv

2019
CV

[link]
[link]

19-09-19
손지원

Searching for Effective Neural Extractive Summarization: What Works and What’s Nexts

ACL

2019
CV, NLP

[link]
[link]

19-09-19
정준욱

Consensus-Driven Propagation in Massive Unlabeled Data for Face Recognition

ECCV

2018
CV

[link]
[link]

19-09-10
손지원

Text Summarization with Pretrained Encoders

EMNLP

2019
NLP

[link]
[link]

19-09-10
박주찬

Fully Convolutional Networks for Semantic Segmentation

CVPR

2015
CV

[link]
[link]

19-09-10
임상훈

XLNet: Generalized Autoregressive Pretraining for Language Understanding

arxiv

2019
NLP

[link]
[link]

19-08-29
정준욱

Consensus-Driven Propagation in Massive Unlabeled Data for Face Recognition

ECCV

2018
CV

[link]
[link]

19-08-29
조성웅

MobileNetV2 Inverted Residuals and Linear Bottlenecks

CVPR

2018
CV

[link]
[link]

19-08-15
손지원

Fine-tune BERT for Extractive Summarization

arXiv

2019
NLP

[link]
[link]

19-08-15
정준욱

SSD Single Shot MultiBox Detector

ECCV

2016
CV

[link]
[link]

19-08-08
이선훈

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

NAACL

2019
NLP

[link]
[link]

19-08-08
임상훈

Attention Augmented Convolutional Networks

arXiv

2019
CV

[link]
[link]

19-08-08
손성빈

You Only Look Once : Unified, Real-Time Object Detection

CVPR

2016
CV

[link]
[link]

19-07-25
박주찬

Fully Convolutional Networks for Semantic Segmentation

CVPR

2015
CV

[link]
[link]

19-07-18
손성빈

운전자 안정성 향상을 위한 Generative Adversarial Network 기반의 야간도로 영상 변환 시스템

방송공학회논문지

2018
CV

[link]
[link]

19-07-18
손지원

Get To The Point: Summarization with Pointer-Generator Networks

ACL

2017
NLP

[link]
[link]

19-07-10
조성웅

Convolutional Neural Networks for Sentence Classification

EMNLP

2014
NLP

[link]
[link]

19-07-09
이선훈

Attention Is All You Need

NIPS

2017
NLP

[link]
[link]

19-07-04
임상훈

Character-aware neural language models

AAAI

2016
NLP

[link]
[link]

19-07-04
박주찬

한국어 자모 단위 기반의 Convolution Neural Network를 이용한 텍스트 분류

한국정보과학회 학술발표논문집

2017
NLP

[link]
[link]

19-06-27
손지원

A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents

NAACL

2018
NLP

[link]
[link]

19-06-27
조성웅

Eyemotion: Classifying Facial Expressions in VR Using Eye-Tracking Cameras

WACV

2019
CV

[link]
[link]

19-05-28
조성웅

한글 및 한국어 정보처리 학술대회 논문집 논문 조사 발표

–

–
NLP

[link]
[link]

19-05-14
손지원

SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition

arXiv

2019
DL

[link]
[link]

19-04-16
손지원

한글 및 한국어 정보처리 학술대회 논문집 논문 조사 발표

–

–
NLP

[link]
[link]

19-04-09
손지원

Ranking Sentences for Extractive Summarization with Reinforcement Learning

NAACL-HLT

2018
NLP

[link]
[link]

19-04-09
정준욱

Non-local Neural Networks

CVPR

2018
CV

[link]
[link]