Publications (21)
What You Say Is What You Show: Visual Narration Detection in Instructional Videos
Kumar Ashutosh, Rohit Girdhar, Lorenzo Torresani +1
LLMs can see and hear without any training
Kumar Ashutosh, Yossi Gandelsman, Xinlei Chen +2
Video-Mined Task Graphs for Keystep Recognition in Instructional Videos
Kumar Ashutosh, Santhosh Kumar Ramakrishnan, Triantafyllos Afouras +1
Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives
Kristen Grauman, Andrew Westbury, Lorenzo Torresani +98
Learning Skill-Attributes for Transferable Assessment in Video
Kumar Ashutosh, Kristen Grauman
Bandit algorithms: Letting go of logarithmic regret for statistical robustness
Kumar Ashutosh, Jayakrishnan Nair, Anmol Kagrecha +1
Detours for Navigating Instructional Videos
Kumar Ashutosh, Zihui Xue, Tushar Nagarajan +1
RoS-KD: A Robust Stochastic Knowledge Distillation Approach for Noisy Medical Imaging
Ajay Jaiswal, Kumar Ashutosh, Justin F Rousseau +3
HierVL: Learning Hierarchical Video-Language Embeddings
Kumar Ashutosh, Rohit Girdhar, Lorenzo Torresani +1
SportSkills: Physical Skill Learning from Sports Instructional Videos
Kumar Ashutosh, Chi Hsuan Wu, Kristen Grauman
Lower Bounds for Policy Iteration on Multi-action MDPs
Kumar Ashutosh, Sarthak Consul, Bhishma Dedhia +3
3D-NVS: A 3D Supervision Approach for Next View Selection
Kumar Ashutosh, Saurabh Kumar, Subhasis Chaudhuri
FIction: 4D Future Interaction Prediction from Video
Kumar Ashutosh, Georgios Pavlakos, Kristen Grauman
SkillSight: Efficient First-Person Skill Assessment with Gaze
Chi Hsuan Wu, Kumar Ashutosh, Kristen Grauman
Vid2Coach: Transforming How-To Videos into Task Assistants
Mina Huh, Zihui Xue, Ujjaini Das +3
Human detectors are surprisingly powerful reward models
Kumar Ashutosh, XuDong Wang, Xi Yin +4
SoundingActions: Learning How Actions Sound from Narrated Egocentric Videos
Changan Chen, Kumar Ashutosh, Rohit Girdhar +2
Analysis of Lower Bounds for Simple Policy Iteration
Sarthak Consul, Bhishma Dedhia, Kumar Ashutosh +1
ExpertAF: Expert Actionable Feedback from Video
Kumar Ashutosh, Tushar Nagarajan, Georgios Pavlakos +2
Stitch-a-Demo: Video Demonstrations from Multistep Descriptions
Chi Hsuan Wu, Kumar Ashutosh, Kristen Grauman
Learning Object State Changes in Videos: An Open-World Perspective
Zihui Xue, Kumar Ashutosh, Kristen Grauman