3 papers
cs.LG2026
Signatures of Steerability in Activation Space of Language Models
Prajjwal Bhattarai, Tuka Alhanai
Steering language models using a set of contrastive representations has been a canonical and computationally efficient method for controlling model behavior. Despite this success i…
cs.CV2026
Polyphony: Diffusion-based Dual-Hand Action Segmentation with Alternating Vision Transformer and Semantic Conditioning
Hao Zheng, Hu Wang, Tiantian Zheng +2
Dual-hand action segmentation, densely predicting actions for both hands from untrimmed videos, is essential for understanding complex bimanual activities. However, it poses severa…
cs.LG2025
Knowledge distillation through geometry-aware representational alignment
Prajjwal Bhattarai, Mohammad Amjad, Dmytro Zhylko +1
Knowledge distillation is a common paradigm for transferring capabilities from larger models to smaller ones. While traditional distillation methods leverage a probabilistic diverg…