| 30th December, 2020 |
Mastering the game of Go without human knowledge |
Hojoon Lee |
Slide |
Video |
| 30th December, 2020 |
Stylized Neural Painting |
Kangyeol Kim |
Slide |
Video |
| 16th December, 2020 |
A Simple Baseline for Bayesian Uncertainty in Deep Learning |
Jinhee Kim |
Slide |
Video |
| 16th December, 2020 |
End-to-End Object Detection with Transformers |
Taesung Kim |
Slide |
Video |
| 9th December, 2020 |
(Re)construing Meaning in NLP |
Daniel Rim |
Slide |
Video |
| 9th December, 2020 |
Synthesize, Execute and Debug: Learning to Repair for Neural Program Synthesis |
Junwoo Park |
Slide |
Video |
| 2nd December, 2020 |
MichiGAN: Multi-Input-Conditioned Hair Image Generation for Portrait Editing |
Chaeyeon Chung |
Slide |
Video |
| 2nd December, 2020 |
VITION-HD: High-Resolution Virtual Try-On via Misalignment-Aware Normalization |
Seunghwan Choi |
Slide |
Video |
| 25th November, 2020 |
Mastering Sketching: Adversarial Augmentation for Structured Prediction |
Soyoung Yang |
Slide |
Video |
| 25th November, 2020 |
Semi-supervised Semantic Segmentation via Strong-weak Dual-branch Network |
Hyoungwoo Lee |
Slide |
Video |
| 18th November, 2020 |
Interactive Image Segmentation With First Click Attention |
Taeu Kim |
Slide |
Video |
| 18th November, 2020 |
Interactive Video Stylization Using Few-Shot Patch-Based Training |
Dongjun Kim |
Slide |
Video |
| 11th November, 2020 |
Neural Ordinary Differential Equations |
Gyuhyeon Sim |
Slide |
Video |
| 4th November, 2020 |
CodeBERT: A Pre-Trained Model for Programming and Natural Languages
GraphCodeBERT: Pre-training Code Representations with Data Flow |
Hojun Cho |
Slide |
Video |
| 4th November, 2020 |
TeaForN: Teacher-Forcing with N-grams |
Yujin Baek |
Slide |
Video |
| 28th October, 2020 |
CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances |
Jeonghoon Park |
Slide |
Video |
| 28th October, 2020 |
Switchable Whitening for Deep Representation Learning |
Sanghun Jung |
Slide |
Video |
| 21th October, 2020 |
Deep reinforcement learning from human preferences
Learning to summarize from human feedback |
Byungkun Lee |
Slide |
Video |
| 21th October, 2020 |
Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild |
Minsoo Lee |
Slide |
Video |
| 14th October, 2020 |
Semantic Pyramid for Image Generation |
Sunghyun Park |
Slide |
Video |
| 14th October, 2020 |
GroupFace: Learning Latent Groups and Constructing Group-based Representations for Face Recognition |
Jungsoo Lee |
Slide |
Video |
| 7th October, 2020 |
Attentional Feature-Pair Relation Networks for Accurate Face Recognition |
Yonggyu Kim |
Slide |
Video |
| 7th October, 2020 |
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale |
Junsoo Lee |
Slide |
Video |
| 23th September, 2020 |
Network Deconvolution |
Wonwoo Cho |
Slide |
Video |
| 16th September, 2020 |
Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation Metrics |
Yunwon Tae |
Slide |
Video |
| 9th September, 2020 |
Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere |
Jihyeon Lee |
Slide |
Video |
| 2nd September, 2020 |
The Curious Case of Neural Text Degeneration |
Minseok Choi |
Slide |
Video |
| 2nd September, 2020 |
StyleFlow: Attribute-conditioned Exploration of StyleGAN-Generated Images using Conditional Continuous Normalizing Flows |
Dongjun Kim |
Slide |
Video |
| 26th August, 2020 |
How to Integrate the Knowledge of the Graph into a Language Model for Commonsense Reasoning |
Taehee Kim |
Slide |
Video |
| 26th August, 2020 |
Animating Arbitrary Objects via Deep Motion Transfer |
Kangyeol Kim |
Slide |
Video |
| 19th August, 2020 |
Deep Equilibrium Models |
Daehoon Gwak |
Slide |
Video |
| 19th August, 2020 |
Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks |
Bombs Kim |
Slide |
Video |
| 12th August, 2020 |
Implicit Neural Representations with Periodic Activation Functions |
Sanghyeon Lee |
Slide |
Video |
| 12th August, 2020 |
Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation |
Kyungmin Jo |
Slide |
Video |
| 5th August, 2020 |
Recent Advances in Self-Supervised Learning |
Hojoon Lee |
Slide |
Video |
| 5th August, 2020 |
Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting |
Hyoungwoo Lee |
Slide |
Video |
| 29th July, 2020 |
Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention |
Taesung Kim |
Slide |
Video |
| 29th July, 2020 |
Unmasking Clever Hans predictors and assessing what machines really learn |
Jinhee Kim |
Slide |
Video |
| 22th July, 2020 |
CRNet: Cross-Reference Networks for Few-Shot Segmentation |
Yongjang Cho |
Slide |
Video |
| 22th July, 2020 |
Learning to Collaborate for Question Answering and Asking
MPNet: Masked and Permuted Pre-training for Language Understanding |
Kyeongpil Kang |
Slide |
Video |
| 15th July, 2020 |
Neural Program Synthesis from Diverse Demonstration Videos |
Junwoo Park |
Slide |
Video |
| 15th July, 2020 |
Attention is not Explanation
Attention is not not explanation |
Kibeom Kim |
Slide |
Video |
| 8th July, 2020 |
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models |
Seunghwan Choi |
Slide |
Video |
| 8th July, 2020 |
Swapping Autoencoder for Deep Image Manipulation |
Eungyeup Kim |
Slide |
Video |
| 24th June, 2020 |
Fully Unsupervised Probabilistic Noise2Void |
Hojun Cho |
Slide |
Video |
| 24th June, 2020 |
Reinforcement Learning for Molecular Design Guided by Quantum Mechanics |
Youngwoo Cho |
Slide |
Video |
| 17th June, 2020 |
GANalyze: Toward Visual Definitions of Cognitive Image Properties |
Jeonghoon Park |
Slide |
Video
Video |
| 17th June, 2020 |
Rethinking Pre-training and Self-training |
Yunsung Lee |
Slide |
Video
Video |
| 10th June, 2020 |
Addressing non-differentiability tutorial |
Byungkun Lee |
Slide |
Video |
| 10th June, 2020 |
Image Based Virtual Try-on Network from Unpaired Data |
Sunghyeon Park |
Slide |
Video |
| 3rd June, 2020 |
STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing |
Jungsoo Lee |
Slide |
Video |
| 3rd June, 2020 |
Learning Spatial Common Sense with Geometry-Aware Recurrent Networks |
Seungjoo Yoo |
Slide |
Video |
| 27th May, 2020 |
Dream to Control: Learning Behaviors by Latent Imagination |
Hojoon Lee |
Slide |
Video |
| 27th May, 2020 |
What makes for good views for contrastive learning |
Junsoo Lee |
Slide |
Video |
| 20th May, 2020 |
Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One |
Wonwoo Cho |
Slide |
Video |
| 20th May, 2020 |
ERNIE 2.0: A Continual Pre-training Framework for Language Understanding |
Yunwon Tae |
Slide |
Video |
| 13th May, 2020 |
GANSynth: Adversarial Neural Audio Synthesis |
Jihyeon Lee |
Slide |
Video |
| 13th May, 2020 |
Cross-domain Correspondence Learning for Exemplar-based Image Translation |
Dongjun Kim |
Slide |
Video |
| 6th May, 2020 |
Reformer: The Efficient Transformer |
Minseok Choi |
Slide |
Video |
| 6th May, 2020 |
FickleNet: Weakly and Semi-supervised Semantic Image Segmentation using Stochastic Inference |
Hyoungwoo Lee |
Slide |
Video |
| 29th April, 2020 |
Recurrent Independent Mechanisms |
Daehoon Gwak |
Slide |
Video |
| 29th April, 2020 |
Block Level Skip Connections across Cascaded V-Net for Multi-organ Segmentation |
Kyungmin Jo |
Slide |
Video |
| 22th April, 2020 |
Unsupervised Learning by Competing Hidden Units |
Bombs Kim |
Slide |
Video |
| 22th April, 2020 |
MirrorGAN: Learning Text-To-Image Generation by Redescription |
Kangyeol Kim |
Slide |
Video |
| 8th April, 2020 |
The Sound of Pixels |
Jinhee Kim |
Slide |
Video |
| 8th April, 2020 |
High-Fidelity Image Generation With Fewer Labels |
Yonggyu Kim |
Slide |
Video |
| 1st April, 2020 |
From Variational to Deterministic Autoencoders |
Sanghyeon Lee |
Slide |
Video |
| 1st April, 2020 |
Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping |
Taehee Kim |
Slide |
Video |
| 25th March, 2020 |
Joint Modeling of Local and Global Temporal Dynamics for Multivariate Time Series Forecasting with Missing Values |
Taesung Kim |
Slide |
Video |
| 25th March, 2020 |
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators |
Kyeongpil Kang |
Slide |
Video |
| 18th March, 2020 |
Emotion semantics show both cultural variation and universal structure |
Youngwoo Cho |
Slide |
Video |
| 11th March, 2020 |
REALM: Retrieval-Augmented Language Model Pre-Training |
Kibeom Kim |
Slide |
Video |
| 11th March, 2020 |
Pixel-Adaptive Convolutional Neural Networks |
Eungyeup Kim |
Slide |
Video |
| 4th March, 2020 |
Compatible and Diverse Fashion Image Inpainting |
Seunghwan Choi |
Slide |
Video |
| 4th March, 2020 |
Learning to Shade Hand-drawn Sketches |
Yongjang Cho |
Slide |
Video |
| 26th February, 2020 |
Write, Execute, Assess: Program Synthesis with a REPL |
Junwoo Park |
Slide |
Video 1
Video 2 |
| 12th February, 2020 |
Sequence Modeling with Unconstrained Generation Order |
Cheonbok Park |
Slide |
Video |
| 12th February, 2020 |
Learning Correspondence from the Cycle-Consistency of Time |
Hyojin Bahng |
Slide |
Video |
| 5th February, 2020 |
On the "steerability" of generative adversarial networks |
Seungjoo Yoo |
Slide |
Video |
| 5th February, 2020 |
ClothFlow: A Flow-Based Model for Clothed Person Generation |
Sunghyeon Park |
Slide |
Video |
| 29th January, 2020 |
Learning Landmarks from Unaligned Data using Image Translation |
Junsoo Lee |
Slide |
Video |
| 22th January, 2020 |
Guided Image-to-Image Translation with Bi-Directional Feature Transformation |
Dongjun Kim |
Slide |
Video |
| 22th January, 2020 |
Fast Context Adaptation via Meta-Learning |
Yunwon Tae |
Slide |
Video |
| 15th January, 2020 |
Group-Wise Deep Object Co-Segmentation With Co-Attention Recurrent Neural Network |
Hyoungwoo Lee |
Slide |
Video |
| 8th January, 2020 |
Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination |
Wonwoong Cho |
Slide |
Video |
| 2nd January, 2020 |
Self-Ensembling with GAN-based Data Augmentation for Domain Adaptation in Semantic Segmentation |
Yonggyu Kim |
Slide |
Video |
| 2nd January, 2020 |
Discriminator Rejection Sampling |
Kangyeol Kim |
Slide |
Video |
| ~ 2019 |
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