On Exact Bit-level Reversible Transformers Without Changing Architecturesby Guoqiang Zhang, J.P. Lewis, W. B. KleijnFirst…
Characterizing Prompt Compression Methods for Long Context Inferenceby Siddharth Jha, Lutfi Eren Erdogan, Sehoon Kim,…
Controlling the Fidelity and Diversity of Deep Generative Models via Pseudo Densityby Shuangqi Li, Chen…
Causal inference through multi-stage learning and doubly robust deep neural networksby Yuqian Zhang, Jelena BradicFirst…
Feature Diversification and Adaptation for Federated Domain Generalizationby Seunghan Yang, Seokeon Choi, Hyunsin Park, Sungha…
GraphMamba: An Efficient Graph Structure Learning Vision Mamba for Hyperspectral Image Classificationby Aitao Yang, Min…
Pareto Low-Rank Adapters: Efficient Multi-Task Learning with Preferencesby Nikolaos Dimitriadis, Pascal Frossard, Francois FleuretFirst submitted…
Deep-Graph-Sprints: Accelerated Representation Learning in Continuous-Time Dynamic Graphsby Ahmad Naser Eddin, Jacopo Bono, David AparÃcio,…
ROSA: Random Subspace Adaptation for Efficient Fine-Tuningby Marawan Gamal Abdel Hameed, Aristides Milios, Siva Reddy,…
Etalon: Holistic Performance Evaluation Framework for LLM Inference Systemsby Amey Agrawal, Anmol Agarwal, Nitin Kedia,…