2 papers
cs.CV2026
Dual Strategies for Test-Time Adaptation
Nam Nguyen Phuong, Duc Nguyen The Minh, Phi Le Nguyen +2
Conventional test-time adaptation (TTA) approaches typically adapt the model using only a small fraction of test samples, often those with low-entropy predictions, thereby failing…
cs.LG2026
Beyond Forgetting: Representation Misdirection Elicits Controllable Side Behaviors and Capabilities
Tien Dang, The-Hai Nguyen, Dinh Mai Phuong +5
We consider Representation Misdirection (RM), a class of large language model (LLM) unlearning methods that achieve forgetting by redirecting the latent representations of forget-s…