Matthew Chang
9 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20)
👥
Mega-Team · Squad
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Prolific Year · Productive
Venues
Top co-authors
Research topics
Keywords
embodied ai
(2)
multimodal navigation
(2)
diffusion model
(2)
lifelong learning
(2)
visual navigation
(2)
language model
(1)
offline reinforcement learning
(1)
semantic memory
(1)
hand pose estimation
(1)
off-policy learning
(1)
value function
(1)
latent action
(1)
behavior cloning
(1)
task planning
(1)
imitation learning
(1)
zero-shot evaluation
(1)
egocentric video
(1)
human-robot collaboration
(1)
goal specification
(1)
reinforcement learning
(1)
Papers
PARTNR: A Benchmark for Planning and Reasoning in Embodied Multi-agent Tasks
ICLR 2025
3D Hand Pose Estimation in Everyday Egocentric Images
ECCV 2024
3D Reconstruction of Objects in Hands without Real World 3D Supervision
ECCV 2024
Diffusion Meets DAgger: Supercharging Eye-in-hand Imitation Learning
RSS 2024
GOAT-Bench: A Benchmark for Multi-Modal Lifelong Navigation
CVPR 2024
GOAT: GO to Any Thing
RSS 2024
Look Ma, No Hands! Agent-Environment Factorization of Egocentric Videos
NeurIPS 2023
Learning Value Functions from Undirected State-only Experience
ICLR 2022
Semantic Visual Navigation by Watching YouTube Videos
NeurIPS 2020