Multi-signal gesture recognition using temporal smoothing hidden conditional random fields. - Yale Song; David Demirdjian; Randall Davis (FG, 2011)

Tracking body and hands for gesture recognition: NATOPS aircraft handling signals database. - Yale Song; David Demirdjian; Randall Davis (FG, 2011)

Multi-view latent variable discriminative models for action recognition. - Yale Song; Louis-Philippe Morency; Randall Davis (CVPR, 2012)

Multimodal human behavior analysis: learning correlation and interaction across modalities. - Yale Song; Louis-Philippe Morency; Randall Davis (ICMI, 2012)

Continuous body and hand gesture recognition for natural human-computer interaction. - Yale Song; David Demirdjian; Randall Davis (ACM Trans. Interact. Intell. Syst., 2012)

Action Recognition by Hierarchical Sequence Summarization. - Yale Song; Louis-Philippe Morency; Randall Davis (CVPR, 2013)

Distribution-sensitive learning for imbalanced datasets. - Yale Song; Louis-Philippe Morency; Randall Davis (FG, 2013)

Learning a sparse codebook of facial and body microexpressions for emotion recognition. - Yale Song; Louis-Philippe Morency; Randall Davis (ICMI, 2013)

One-Class Conditional Random Fields for Sequential Anomaly Detection. - Yale Song; Zhen Wen; Ching-Yung Lin; Randall Davis (IJCAI, 2013)

#FluxFlow: Visual Analysis of Anomalous Information Spreading on Social Media. - Jian Zhao 010; Nan Cao 001; Zhen Wen; Yale Song; Yu-Ru Lin; Christopher Collins 001 (IEEE Trans. Vis. Comput. Graph., 2014)

Structured video content analysis: learning spatio-temporal and multimodal structures. - Yale Song (2014)

Video co-summarization: Video summarization by visual co-occurrence. - Wen-Sheng Chu; Yale Song; Alejandro Jaimes (CVPR, 2015)

TVSum: Summarizing web videos using titles. - Yale Song; Jordi Vallmitjana; Amanda Stent; Alejandro Jaimes (CVPR, 2015)

Exploiting sparsity and co-occurrence structure for action unit recognition. - Yale Song; Daniel McDuff; Deepak Vasisht; Ashish Kapoor (FG, 2015)

Continuous Body and Hand Gesture Recognition for Natural Human-Computer Interaction: Extended Abstract. - Yale Song; Randall Davis (IJCAI, 2015)

Fast, Cheap, and Good: Why Animated GIFs Engage Us. - Saeideh Bakhshi; David A. Shamma; Lyndon Kennedy; Yale Song; Paloma de Juan; Joseph Jofish Kaye (CHI, 2016)

To Click or Not To Click: Automatic Selection of Beautiful Thumbnails from Videos. - Yale Song; Miriam Redi; Jordi Vallmitjana; Alejandro Jaimes (CIKM, 2016)

Video2GIF: Automatic Generation of Animated GIFs from Video. - Michael Gygli; Yale Song; Liangliang Cao (CVPR, 2016)

TGIF: A New Dataset and Benchmark on Animated GIF Description. - Yuncheng Li; Yale Song; Liangliang Cao; Joel R. Tetreault; Larry Goldberg; Alejandro Jaimes; Jiebo Luo 001 (CVPR, 2016)

Balancing Appearance and Context in Sketch Interpretation. - Yale Song; Randall Davis; Kaichen Ma; Dana L. Penney (IJCAI, 2016)

Mouse Activity as an Indicator of Interestingness in Video. - Gloria Zen; Paloma de Juan; Yale Song; Alejandro Jaimes (ICMR, 2016)

Real-Time Video Highlights for Yahoo Esports. - Yale Song (CoRR, 2016)

TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering. - Yunseok Jang 001; Yale Song; Youngjae Yu; Youngjin Kim; Gunhee Kim (CVPR, 2017)

Improving Pairwise Ranking for Multi-label Image Classification. - Yuncheng Li; Yale Song; Jiebo Luo 001 (CVPR, 2017)

Learning from Noisy Labels with Distillation. - Yuncheng Li; Jianchao Yang; Yale Song; Liangliang Cao; Jiebo Luo 001; Li-Jia Li 001 (ICCV, 2017)

ElasticPlay: Interactive Video Summarization with Dynamic Time Budgets. - Haojian Jin; Yale Song; Koji Yatani (ACM Multimedia, 2017)

Learning from Noisy Labels with Distillation. - Yuncheng Li; Jianchao Yang; Yale Song; Liangliang Cao; Jiebo Luo 001; Jia Li 001 (CoRR, 2017)

Video Prediction with Appearance and Motion Conditions. - Yunseok Jang 001; Gunhee Kim; Yale Song (ICML, 2018)

Image2GIF: Generating Cinemagraphs Using Recurrent Deep Q-Networks. - Yipin Zhou; Yale Song; Tamara L. Berg (WACV, 2018)

Cross-Modal Retrieval with Implicit Concept Association. - Yale Song; Mohammad Soleymani 001 (CoRR, 2018)

Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval. - Yale Song; Mohammad Soleymani 001 (CVPR, 2019)

Unpaired Image-to-Speech Synthesis With Multimodal Information Bottleneck. - Shuang Ma; Daniel McDuff; Yale Song (ICCV, 2019)

Neural TTS Stylization with Adversarial and Collaborative Games. - Shuang Ma; Daniel McDuff; Yale Song (ICLR (Poster), 2019)

Characterizing Bias in Classifiers using Generative Models. - Daniel McDuff; Shuang Ma; Yale Song; Ashish Kapoor (NeurIPS, 2019)

M3D-GAN: Multi-Modal Multi-Domain Translation with Universal Attention. - Shuang Ma; Daniel McDuff; Yale Song (CoRR, 2019)

Video Question Answering with Spatio-Temporal Reasoning. - Yunseok Jang 001; Yale Song; Chris Dongjoo Kim; Youngjae Yu; Youngjin Kim; Gunhee Kim (Int. J. Comput. Vis., 2019)

Attention-Based Deep Metric Learning for Near-Duplicate Video Retrieval. - Kuan-Hsun Wang; Chia-Chun Cheng; Yi-Ling Chen 004; Yale Song; Shang-Hong Lai (ICPR, 2020)

Multi-Reference Neural TTS Stylization with Adversarial Cycle Consistency. - Matt Whitehill; Shuang Ma; Daniel McDuff; Yale Song (INTERSPEECH, 2020)

Image to Video Domain Adaptation Using Web Supervision. - Andrew Kae; Yale Song (WACV, 2020)

Phans, Stans and Cishets: Self-Presentation Effects on Content Propagation in Tumblr. - Michael Miller Yoder; Qinlan Shen; Yansen Wang; Alex Coda; Yunseok Jang 001; Yale Song; Kapil Thadani; Carolyn P. Rosé (WebSci, 2020)

Learning Audio-Visual Representations with Active Contrastive Coding. - Shuang Ma; Zhaoyang Zeng; Daniel McDuff; Yale Song (CoRR, 2020)

Learning to Transfer Visual Effects from Videos to Images. - Christopher Thomas 004; Yale Song; Adriana Kovashka (CoRR, 2020)

ACAV100M: Automatic Curation of Large-Scale Datasets for Audio-Visual Video Representation Learning. - Sangho Lee 008; Jiwan Chung; Youngjae Yu; Gunhee Kim; Thomas M. Breuel; Gal Chechik; Yale Song (ICCV, 2021)

Parameter Efficient Multimodal Transformers for Video Representation Learning. - Sangho Lee 008; Youngjae Yu; Gunhee Kim; Thomas M. Breuel; Jan Kautz; Yale Song (ICLR, 2021)

Active Contrastive Learning of Audio-Visual Video Representations. - Shuang Ma; Zhaoyang Zeng; Daniel McDuff; Yale Song (ICLR, 2021)

Self-Supervised Learning of Compressed Video Representations. - Youngjae Yu; Sangho Lee 008; Gunhee Kim; Yale Song (ICLR, 2021)

Contrastive Learning of Global and Local Video Representations. - Shuang Ma; Zhaoyang Zeng; Daniel McDuff; Yale Song (NeurIPS, 2021)

Automatic Curation of Large-Scale Datasets for Audio-Visual Representation Learning. - Sangho Lee 008; Jiwan Chung; Youngjae Yu; Gunhee Kim; Thomas M. Breuel; Gal Chechik; Yale Song (CoRR, 2021)

Contrastive Learning of Global and Local Audio-Visual Representations. - Shuang Ma; Zhaoyang Zeng; Daniel McDuff; Yale Song (CoRR, 2021)

On the Virality of Animated GIFs on Tumblr. - Yunseok Jang 001; Yale Song; Gunhee Kim (CoRR, 2021)

DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents. - Tsu-Jui Fu; William Yang Wang; Daniel McDuff; Yale Song (AAAI, 2022)

CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning. - Daniel McDuff; Yale Song; Jiyoung Lee; Vibhav Vineet; Sai Vemprala; Nicholas Gyde; Hadi Salman; Shuang Ma; Kwanghoon Sohn; Ashish Kapoor (CLeaR, 2022)

Robust Contrastive Learning against Noisy Views. - Ching-Yao Chuang; R. Devon Hjelm; Xin Wang 066; Vibhav Vineet; Neel Joshi; Antonio Torralba 001; Stefanie Jegelka; Yale Song (CVPR, 2022)

Neural-Sim: Learning to Generate Training Data with NeRF. - Yunhao Ge; Harkirat S. Behl; Jiashu Xu; Suriya Gunasekar; Neel Joshi; Yale Song; Xin Wang 066; Laurent Itti; Vibhav Vineet (ECCV (23), 2022)

Anomaly Detection in Time Series with Robust Variational Quasi-Recurrent Autoencoders. - Tung Kieu; Bin Yang 002; Chenjuan Guo; Razvan-Gabriel Cirstea; Yan Zhao 008; Yale Song; Christian S. Jensen (ICDE, 2022)

Visual Attention Emerges from Recurrent Sparse Reconstruction. - Baifeng Shi; Yale Song; Neel Joshi; Trevor Darrell; Xin Wang 066 (ICML, 2022)

COMPASS: Contrastive Multimodal Pretraining for Autonomous Systems. - Shuang Ma; Sai Vemprala; Wenshan Wang; Jayesh K. Gupta; Yale Song; Daniel McDuff; Ashish Kapoor (IROS, 2022)

One Network Doesn't Rule Them All: Moving Beyond Handcrafted Architectures in Self-Supervised Learning. - Sharath Girish; Debadeepta Dey; Neel Joshi; Vibhav Vineet; Shital Shah; Caio César Teodoro Mendes; Abhinav Shrivastava; Yale Song (CoRR, 2022)

PatchBlender: A Motion Prior for Video Transformers. - Gabriele Prato 001; Yale Song; Janarthanan Rajendran; R. Devon Hjelm; Neel Joshi; Sarath Chandar (CoRR, 2022)

Video Summarization Overview. - Mayu Otani; Yale Song; Yang Wang (Found. Trends Comput. Graph. Vis., 2022)

Egocentric Video Task Translation. - Zihui Xue; Yale Song; Kristen Grauman; Lorenzo Torresani (CVPR, 2023)

EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone. - Shraman Pramanick; Yale Song; Sayan Nag; Kevin Qinghong Lin; Hardik Shah; Mike Zheng Shou; Rama Chellappa; Pengchuan Zhang (ICCV, 2023)

Ego4D Goal-Step: Toward Hierarchical Understanding of Procedural Activities. - Yale Song; Eugene Byrne; Tushar Nagarajan; Huiyu Wang; Miguel Martin; Lorenzo Torresani (NeurIPS, 2023)

Scaling Novel Object Detection with Weakly Supervised Detection Transformers. - Tyler LaBonte; Yale Song; Xin Wang 066; Vibhav Vineet; Neel Joshi (WACV, 2023)

Egocentric Video Task Translation @ Ego4D Challenge 2022. - Zihui Xue; Yale Song; Kristen Grauman; Lorenzo Torresani (CoRR, 2023)

Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives. - Kristen Grauman; Andrew Westbury; Lorenzo Torresani; Kris Kitani; Jitendra Malik; Triantafyllos Afouras; Kumar Ashutosh; Vijay Baiyya; Siddhant Bansal; Bikram Boote; Eugene Byrne; Zachary Chavis; et al. (CoRR, 2023)

Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives. - Kristen Grauman; Andrew Westbury; Lorenzo Torresani; Kris Kitani; Jitendra Malik; Triantafyllos Afouras; Kumar Ashutosh; Vijay Baiyya; Siddhant Bansal; Bikram Boote; Eugene Byrne; Zachary Chavis; et al. (CVPR, 2024)

VITED: Video Temporal Evidence Distillation. - Yujie Lu; Yale Song; William Wang; Lorenzo Torresani; Tushar Nagarajan (CVPR, 2025)

PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding. - Jang Hyun Cho; Andrea Madotto; Effrosyni Mavroudi; Triantafyllos Afouras; Tushar Nagarajan; Muhammad Maaz 001; Yale Song; Tengyu Ma 005; Shuming Hu; Suyog Dutt Jain; Miguel Martin; Huiyu Wang; et al. (CoRR, 2025)

Memory-efficient Streaming VideoLLMs for Real-time Procedural Video Understanding. - Dibyadip Chatterjee; Edoardo Remelli; Yale Song; Bugra Tekin; Abhay Mittal; Bharat Bhatnagar; Necati Cihan Camgöz; Shreyas Hampali; Eric Sauser; Shugao Ma; Angela Yao; Fadime Sener (CoRR, 2025)

Enhancing Visual Planning with Auxiliary Tasks and Multi-token Prediction. - Ce Zhang; Yale Song; Ruta Desai; Michael Louis Iuzzolino; Joseph Tighe; Gedas Bertasius; Satwik Kottur (CoRR, 2025)