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]