Yale Song

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 76

Top Venues

CoRR

CVPR

ICCV

ICLR

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Zihui Xue, Yale Song, Kristen Grauman, Lorenzo Torresani
Egocentric Video Task Translation. CVPR (2023)
Zihui Xue, Yale Song, Kristen Grauman, Lorenzo Torresani
Egocentric Video Task Translation @ Ego4D Challenge 2022. CoRR (2023)
Shraman Pramanick, Yale Song, Sayan Nag, Kevin Qinghong Lin, Hardik Shah, Mike Zheng Shou, Rama Chellappa, Pengchuan Zhang
EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone. ICCV (2023)
Shraman Pramanick, Yale Song, Sayan Nag, Kevin Qinghong Lin, Hardik Shah, Mike Zheng Shou, Rama Chellappa, Pengchuan Zhang
EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone. CoRR (2023)
Yale Song, Eugene Byrne, Tushar Nagarajan, Huiyu Wang, Miguel Martin, Lorenzo Torresani
Ego4D Goal-Step: Toward Hierarchical Understanding of Procedural Activities. NeurIPS (2023)
Kristen Grauman, Andrew Westbury, Lorenzo Torresani, Kris Kitani, Jitendra Malik, Triantafyllos Afouras, Kumar Ashutosh, Vijay Baiyya, Siddhant Bansal, Bikram Boote, Eugene Byrne, Zachary Chavis, Joya Chen, Feng Cheng, Fu-Jen Chu, Sean Crane, Avijit Dasgupta, Jing Dong, María Escobar, Cristhian Forigua, Abrham Gebreselasie, Sanjay Haresh, Jing Huang, Md Mohaiminul Islam, Suyog Dutt Jain, Rawal Khirodkar, Devansh Kukreja, Kevin J. Liang, Jia-Wei Liu, Sagnik Majumder, Yongsen Mao, Miguel Martin, Effrosyni Mavroudi, Tushar Nagarajan, Francesco Ragusa, Santhosh Kumar Ramakrishnan, Luigi Seminara, Arjun Somayazulu, Yale Song, Shan Su, Zihui Xue, Edward Zhang, Jinxu Zhang, Angela Castillo, Changan Chen, Xinzhu Fu, Ryosuke Furuta, Cristina González, Prince Gupta, Jiabo Hu, Yifei Huang, Yiming Huang, Weslie Khoo, et al.
Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives. CoRR (2023)
Tyler LaBonte, Yale Song, Xin Wang, Vibhav Vineet, Neel Joshi
Scaling Novel Object Detection with Weakly Supervised Detection Transformers. WACV (2023)
Ching-Yao Chuang, R. Devon Hjelm, Xin Wang, Vibhav Vineet, Neel Joshi, Antonio Torralba, Stefanie Jegelka, Yale Song
Robust Contrastive Learning against Noisy Views. CVPR (2022)
Baifeng Shi, Yale Song, Neel Joshi, Trevor Darrell, Xin Wang
Visual Attention Emerges from Recurrent Sparse Reconstruction. CoRR (2022)
Yunhao Ge, Harkirat S. Behl, Jiashu Xu, Suriya Gunasekar, Neel Joshi, Yale Song, Xin Wang, Laurent Itti, Vibhav Vineet
Neural-Sim: Learning to Generate Training Data with NeRF. CoRR (2022)
Mayu Otani, Yale Song, Yang Wang
Video Summarization Overview. CoRR (2022)
Mayu Otani, Yale Song, Yang Wang
Video Summarization Overview. Found. Trends Comput. Graph. Vis. 13 (4) (2022)
Tyler LaBonte, Yale Song, Xin Wang, Vibhav Vineet, Neel Joshi
Scaling Novel Object Detection with Weakly Supervised Detection Transformers. CoRR (2022)
Gabriele Prato, Yale Song, Janarthanan Rajendran, R. Devon Hjelm, Neel Joshi, Sarath Chandar
PatchBlender: A Motion Prior for Video Transformers. CoRR (2022)
Tsu-Jui Fu, William Yang Wang, Daniel McDuff, Yale Song
DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents. AAAI (2022)
Baifeng Shi, Yale Song, Neel Joshi, Trevor Darrell, Xin Wang
Visual Attention Emerges from Recurrent Sparse Reconstruction. ICML (2022)
Ching-Yao Chuang, R. Devon Hjelm, Xin Wang, Vibhav Vineet, Neel Joshi, Antonio Torralba, Stefanie Jegelka, Yale Song
Robust Contrastive Learning against Noisy Views. CoRR (2022)
Zihui Xue, Yale Song, Kristen Grauman, Lorenzo Torresani
Egocentric Video Task Translation. CoRR (2022)
Shuang Ma, Sai Vemprala, Wenshan Wang, Jayesh K. Gupta, Yale Song, Daniel McDuff, Ashish Kapoor
COMPASS: Contrastive Multimodal Pretraining for Autonomous Systems. IROS (2022)
Daniel McDuff, Yale Song, Jiyoung Lee, Vibhav Vineet, Sai Vemprala, Nicholas Gyde, Hadi Salman, Shuang Ma, Kwanghoon Sohn, Ashish Kapoor
CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning. CLeaR (2022)
Yunhao Ge, Harkirat S. Behl, Jiashu Xu, Suriya Gunasekar, Neel Joshi, Yale Song, Xin Wang, Laurent Itti, Vibhav Vineet
Neural-Sim: Learning to Generate Training Data with NeRF. ECCV (23) (2022)
Shuang Ma, Sai Vemprala, Wenshan Wang, Jayesh K. Gupta, Yale Song, Daniel McDuff, Ashish Kapoor
COMPASS: Contrastive Multimodal Pretraining for Autonomous Systems. CoRR (2022)
Sharath Girish, Debadeepta Dey, Neel Joshi, Vibhav Vineet, Shital Shah, Caio César Teodoro Mendes, Abhinav Shrivastava, Yale Song
One Network Doesn't Rule Them All: Moving Beyond Handcrafted Architectures in Self-Supervised Learning. CoRR (2022)
Tung Kieu, Bin Yang, Chenjuan Guo, Razvan-Gabriel Cirstea, Yan Zhao, Yale Song, Christian S. Jensen
Anomaly Detection in Time Series with Robust Variational Quasi-Recurrent Autoencoders. ICDE (2022)
Yunseok Jang, Yale Song, Gunhee Kim
On the Virality of Animated GIFs on Tumblr. CoRR (2021)
Shuang Ma, Zhaoyang Zeng, Daniel McDuff, Yale Song
Contrastive Learning of Global and Local Video Representations. NeurIPS (2021)
Tsu-Jui Fu, William Yang Wang, Daniel J. McDuff, Yale Song
DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents. CoRR (2021)
Youngjae Yu, Sangho Lee, Gunhee Kim, Yale Song
Self-Supervised Learning of Compressed Video Representations. ICLR (2021)
Sangho Lee, Jiwan Chung, Youngjae Yu, Gunhee Kim, Thomas M. Breuel, Gal Chechik, Yale Song
ACAV100M: Automatic Curation of Large-Scale Datasets for Audio-Visual Video Representation Learning. ICCV (2021)
Sangho Lee, Youngjae Yu, Gunhee Kim, Thomas M. Breuel, Jan Kautz, Yale Song
Parameter Efficient Multimodal Transformers for Video Representation Learning. ICLR (2021)
Sangho Lee, Jiwan Chung, Youngjae Yu, Gunhee Kim, Thomas M. Breuel, Gal Chechik, Yale Song
Automatic Curation of Large-Scale Datasets for Audio-Visual Representation Learning. CoRR (2021)
Shuang Ma, Zhaoyang Zeng, Daniel J. McDuff, Yale Song
Contrastive Learning of Global and Local Audio-Visual Representations. CoRR (2021)
Daniel J. McDuff, Yale Song, Jiyoung Lee, Vibhav Vineet, Sai Vemprala, Nicholas Gyde, Hadi Salman, Shuang Ma, Kwanghoon Sohn, Ashish Kapoor
CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning. CoRR (2021)
Shuang Ma, Zhaoyang Zeng, Daniel J. McDuff, Yale Song
Active Contrastive Learning of Audio-Visual Video Representations. ICLR (2021)
Kuan-Hsun Wang, Chia-Chun Cheng, Yi-Ling Chen, Yale Song, Shang-Hong Lai
Attention-Based Deep Metric Learning for Near-Duplicate Video Retrieval. ICPR (2020)
Christopher Thomas, Yale Song, Adriana Kovashka
Learning to Transfer Visual Effects from Videos to Images. CoRR (2020)
Michael Miller Yoder, Qinlan Shen, Yansen Wang, Alex Coda, Yunseok Jang, Yale Song, Kapil Thadani, Carolyn Penstein Rosé
Phans, Stans and Cishets: Self-Presentation Effects on Content Propagation in Tumblr. WebSci (2020)
Andrew Kae, Yale Song
Image to Video Domain Adaptation Using Web Supervision. WACV (2020)
Shuang Ma, Zhaoyang Zeng, Daniel J. McDuff, Yale Song
Learning Audio-Visual Representations with Active Contrastive Coding. CoRR (2020)
Matt Whitehill, Shuang Ma, Daniel J. McDuff, Yale Song
Multi-Reference Neural TTS Stylization with Adversarial Cycle Consistency. INTERSPEECH (2020)
Sangho Lee, Youngjae Yu, Gunhee Kim, Thomas M. Breuel, Jan Kautz, Yale Song
Parameter Efficient Multimodal Transformers for Video Representation Learning. CoRR (2020)
Shuang Ma, Daniel J. McDuff, Yale Song
Unpaired Image-to-Speech Synthesis With Multimodal Information Bottleneck. ICCV (2019)
Andrew Kae, Yale Song
Image to Video Domain Adaptation Using Web Supervision. CoRR (2019)
Yale Song, Mohammad Soleymani
Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval. CVPR (2019)
Yale Song, Mohammad Soleymani
Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval. CoRR (2019)
Shuang Ma, Daniel J. McDuff, Yale Song
Neural TTS Stylization with Adversarial and Collaborative Games. ICLR (Poster) (2019)
Daniel J. McDuff, Shuang Ma, Yale Song, Ashish Kapoor
Characterizing Bias in Classifiers using Generative Models. NeurIPS (2019)
Daniel J. McDuff, Shuang Ma, Yale Song, Ashish Kapoor
Characterizing Bias in Classifiers using Generative Models. CoRR (2019)
Shuang Ma, Daniel J. McDuff, Yale Song
M3D-GAN: Multi-Modal Multi-Domain Translation with Universal Attention. CoRR (2019)
Shuang Ma, Daniel J. McDuff, Yale Song
Unpaired Image-to-Speech Synthesis with Multimodal Information Bottleneck. CoRR (2019)
Yunseok Jang, Yale Song, Chris Dongjoo Kim, Youngjae Yu, Youngjin Kim, Gunhee Kim
Video Question Answering with Spatio-Temporal Reasoning. Int. J. Comput. Vis. 127 (10) (2019)
Matt Whitehill, Shuang Ma, Daniel J. McDuff, Yale Song
Multi-Reference Neural TTS Stylization with Adversarial Cycle Consistency. CoRR (2019)
Yipin Zhou, Yale Song, Tamara L. Berg
Image2GIF: Generating Cinemagraphs Using Recurrent Deep Q-Networks. WACV (2018)
Yipin Zhou, Yale Song, Tamara L. Berg
Image2GIF: Generating Cinemagraphs using Recurrent Deep Q-Networks. CoRR (2018)
Yale Song, Mohammad Soleymani
Cross-Modal Retrieval with Implicit Concept Association. CoRR (2018)
Yunseok Jang, Gunhee Kim, Yale Song
Video Prediction with Appearance and Motion Conditions. ICML (2018)
Yunseok Jang, Gunhee Kim, Yale Song
Video Prediction with Appearance and Motion Conditions. CoRR (2018)
Yuncheng Li, Jianchao Yang, Yale Song, Liangliang Cao, Jiebo Luo, Jia Li
Learning from Noisy Labels with Distillation. CoRR (2017)
Yuncheng Li, Yale Song, Jiebo Luo
Improving Pairwise Ranking for Multi-label Image Classification. CVPR (2017)
Yuncheng Li, Yale Song, Jiebo Luo
Improving Pairwise Ranking for Multi-label Image Classification. CoRR (2017)
Yuncheng Li, Jianchao Yang, Yale Song, Liangliang Cao, Jiebo Luo, Li-Jia Li
Learning from Noisy Labels with Distillation. ICCV (2017)
Yunseok Jang, Yale Song, Youngjae Yu, Youngjin Kim, Gunhee Kim
TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering. CoRR (2017)
Haojian Jin, Yale Song, Koji Yatani
ElasticPlay: Interactive Video Summarization with Dynamic Time Budgets. CoRR (2017)
Haojian Jin, Yale Song, Koji Yatani
ElasticPlay: Interactive Video Summarization with Dynamic Time Budgets. ACM Multimedia (2017)
Yunseok Jang, Yale Song, Youngjae Yu, Youngjin Kim, Gunhee Kim
TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering. CVPR (2017)
Yale Song, Miriam Redi, Jordi Vallmitjana, Alejandro Jaimes
To Click or Not To Click: Automatic Selection of Beautiful Thumbnails from Videos. CIKM (2016)
Michael Gygli, Yale Song, Liangliang Cao
Video2GIF: Automatic Generation of Animated GIFs from Video. CVPR (2016)
Yuncheng Li, Yale Song, Liangliang Cao, Joel R. Tetreault, Larry Goldberg, Alejandro Jaimes, Jiebo Luo
TGIF: A New Dataset and Benchmark on Animated GIF Description. CVPR (2016)
Yale Song, Randall Davis, Kaichen Ma, Dana L. Penney
Balancing Appearance and Context in Sketch Interpretation. CoRR (2016)
Yale Song, Miriam Redi, Jordi Vallmitjana, Alejandro Jaimes
To Click or Not To Click: Automatic Selection of Beautiful Thumbnails from Videos. CoRR (2016)
Yuncheng Li, Yale Song, Liangliang Cao, Joel R. Tetreault, Larry Goldberg, Alejandro Jaimes, Jiebo Luo
TGIF: A New Dataset and Benchmark on Animated GIF Description. CoRR (2016)
Yale Song
Real-Time Video Highlights for Yahoo Esports. CoRR (2016)
Gloria Zen, Paloma de Juan, Yale Song, Alejandro Jaimes
Mouse Activity as an Indicator of Interestingness in Video. ICMR (2016)
Yale Song, Randall Davis, Kaichen Ma, Dana L. Penney
Balancing Appearance and Context in Sketch Interpretation. IJCAI (2016)
Michael Gygli, Yale Song, Liangliang Cao
Video2GIF: Automatic Generation of Animated GIFs from Video. CoRR (2016)
Saeideh Bakhshi, David A. Shamma, Lyndon Kennedy, Yale Song, Paloma de Juan, Joseph Jofish Kaye
Fast, Cheap, and Good: Why Animated GIFs Engage Us. CHI (2016)
Wen-Sheng Chu, Yale Song, Alejandro Jaimes
Video co-summarization: Video summarization by visual co-occurrence. CVPR (2015)
Yale Song, Daniel J. McDuff, Deepak Vasisht, Ashish Kapoor
Exploiting sparsity and co-occurrence structure for action unit recognition. FG (2015)
Yale Song, Jordi Vallmitjana, Amanda Stent, Alejandro Jaimes
TVSum: Summarizing web videos using titles. CVPR (2015)
Yale Song, Randall Davis
Continuous Body and Hand Gesture Recognition for Natural Human-Computer Interaction: Extended Abstract. IJCAI (2015)
Jian Zhao, Nan Cao, Zhen Wen, Yale Song, Yu-Ru Lin, Christopher Collins
#FluxFlow: Visual Analysis of Anomalous Information Spreading on Social Media. IEEE Trans. Vis. Comput. Graph. 20 (12) (2014)
Yale Song, Zhen Wen, Ching-Yung Lin, Randall Davis
One-Class Conditional Random Fields for Sequential Anomaly Detection. IJCAI (2013)
Yale Song, Louis-Philippe Morency, Randall Davis
Action Recognition by Hierarchical Sequence Summarization. CVPR (2013)
Yale Song, Louis-Philippe Morency, Randall Davis
Learning a sparse codebook of facial and body microexpressions for emotion recognition. ICMI (2013)
Yale Song, Louis-Philippe Morency, Randall Davis
Distribution-sensitive learning for imbalanced datasets. FG (2013)
Yale Song, Louis-Philippe Morency, Randall Davis
Multi-view latent variable discriminative models for action recognition. CVPR (2012)
Yale Song, David Demirdjian, Randall Davis
Continuous body and hand gesture recognition for natural human-computer interaction. ACM Trans. Interact. Intell. Syst. 2 (1) (2012)
Yale Song, Louis-Philippe Morency, Randall Davis
Multimodal human behavior analysis: learning correlation and interaction across modalities. ICMI (2012)
Yale Song, David Demirdjian, Randall Davis
Multi-signal gesture recognition using temporal smoothing hidden conditional random fields. FG (2011)
Yale Song, David Demirdjian, Randall Davis
Tracking body and hands for gesture recognition: NATOPS aircraft handling signals database. FG (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yale Song