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cs.CV2026
TrAction: Action Recognition with Sparse Trajectories
Jan F. Meier, Felix B. Mueller, Alexander Ecker +1
Modern action recognition models operate on memory- and compute-intensive dense RGB video volumes and frequently exploit appearance and background shortcuts, for example, predictin…
cs.CV2026
Zero-Shot Multi-Animal Tracking in the Wild
Jan Frederik Meier, Timo Lüddecke
Multi-animal tracking is crucial for understanding animal ecology and behavior, yet remains challenging due to variations in habitat, motion patterns, and species appearance. Tradi…
cs.CV2025
A Circular Argument : Does RoPE need to be Equivariant for Vision?
Chase van de Geijn, Timo Lüddecke, Polina Turishcheva +1
Rotary Positional Encodings (RoPE) have emerged as a highly effective technique for one-dimensional sequences in Natural Language Processing spurring recent progress towards genera…