Self-Supervised Learning of Compressed Video Representations

Self-Supervised Learning of Compressed Video Representations
Youngjae Yu, Sangho Lee, Yale Song and Gunhee Kim
ICLR 2021

Parameter Efficient Multimodal Transformers for Video Representation Learning

Parameter Efficient Multimodal Transformers for Video Representation Learning
Sangho Lee, Youngjae Yu, Thomas Breuel, Jan Kautz, Yale Song and Gunhee Kim
ICLR 2021

Drop-Bottleneck: Learning Discrete Compressed Representation for Noise-Robust Exploration

Drop-Bottleneck: Learning Discrete Compressed Representation for Noise-Robust Exploration
Jaekyeom Kim, Minjung Kim, Dongyeon Woo, Gunhee Kim
ICLR 2021

Sedona: Search for Decoupled Neural Networks Toward Greedy Block-wise Learning

Sedona: Search for Decoupled Neural Networks Toward Greedy Block-wise Learning
Myeongjang Pyeon, Jihwan Moon, Taeyoung Hahn, Gunhee Kim
ICLR 2021

Dual Compositional Learning in Interactive Image Retrieval

Dual Compositional Learning in Interactive Image Retrieval
Jongseok Kim, Youngjae Yu, Hoeseong Kim and Gunhee Kim
AAAI 2021

IB-GAN: Disentangled Representation Learning with Information Bottleneck Generative Adversarial Networks

IB-GAN: Disentangled Representation Learning with Information Bottleneck Generative Adversarial Networks
Insu Jeon, Wonkwang Lee, Myeongjang Pyeon and Gunhee Kim
AAAI 2021

News

- We have four papers accepted at ICLR 2021 (2021-01-18)
Parameter Efficient Multimodal Transformers for Video Representation Learning, Self-Supervised Learning of Compressed Video Representations, Drop-Bottleneck: ...

- We have two papers accepted at AAAI 2021 (2020-12-02)
Dual Compositional Learning in Interactive Image Retrieval and IB-GAN: Disengangled Representation Learning with Information Bottleneck Generative Adversarial Networks ...

- We have one paper accepted at EMNLP 2020 (2020-09-28)
Improving Persona Consistency in Dialogues through Pragmatic Self-Consciousness has been accepted at 2020 Conference on Empirical Methods in Natural ...

- We have four papers accepted at ECCV 2020 (2020-07-03)
Imbalanced Continual Learning with Partitioning Reservoir Sampling, Character Grounding and Re-Identification in Story of Videos and Text Descriptions, ...

- 인턴 연구원 상시 모집합니다. (2020-12-25)

- Four of our students received Qualcomm Innovation Fellowship Korea 2020. (2020-12-11)
Four of our students received Qualcomm Innovation Fellowship Korea 2020. ualcomm Innovation Fellowship Korea is given to outstanding graduate students...

- Our Vision and Learning lab won 1st place at sarcasm detection challenge 2020. (2020-06-10)
At the Sarcasm-aware artificial intelligence competition held at ACL2020, the world's most prestigious...

- Our Vision and Learning lab won 1st place at WSOL, 2nd place at WSSS of LID challenge 2020. (2020-06-10)
Our Vision and Learning lab recently won 1st place at WSOL, 2nd place at WSSS of LID challenge...