Alexander Mathis
10 papers · 2021–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (7) πΊοΈ Taxonomy Completionist (26) π§ Keyword Pioneer π Renaissance Researcher (7)
π
Interdisciplinary Bridge
π₯
Unstoppable
(5)
π
Century Club
(10)
Conferences
NIPS (3)
CVPR (2)
ECCV (1)
ICCV (1)
ICLR (1)
NAACL (1)
WACV (1)
Top co-authors
Keywords
video understanding
(2)
action recognition
(2)
reinforcement learning
(2)
attention mechanism
(2)
policy optimization
(1)
locomotion control
(1)
semantic segmentation
(1)
implicit representation
(1)
pose estimation
(1)
motor control
(1)
object detection
(1)
transfer learning
(1)
in-context learning
(1)
multimodal learning
(1)
policy learning
(1)
domain generalization
(1)
hand pose estimation
(1)
human pose estimation
(1)
few-shot learning
(1)
3d reconstruction
(1)
Papers
PICLe: Pseudo-annotations for In-Context Learning in Low-Resource Named Entity Detection
NAACL 2025
MammAlps: A Multi-view Video Behavior Monitoring Dataset of Wild Mammals in the Swiss Alps
CVPR 2025
HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields
CVPR 2024
ODEFormer: Symbolic Regression of Dynamical Systems with Transformers
ICLR 2024
Elucidating the Hierarchical Nature of Behavior with Masked Autoencoders
ECCV 2024
Latent exploration for Reinforcement Learning
NIPS 2023
Rethinking Pose Estimation in Crowds: Overcoming the Detection Information Bottleneck and Ambiguity
ICCV 2023
AmadeusGPT: a natural language interface for interactive animal behavioral analysis
NIPS 2023
DMAP: a Distributed Morphological Attention Policy for learning to locomote with a changing body
NIPS 2022
Pretraining Boosts Out-of-Domain Robustness for Pose Estimation
WACV 2021