Machine Learning

Achieving binary weight and activation for LLMs using Post-Training Quantization ACL 2025 Achieving Byzantine-Resilient Federated Learning via Layer-Adaptive Sparsified Model Aggregation WACV 2025 Achieving Dimension-Free Communication in Federated Learning via Zeroth-Order Optimization ICLR 2025 Achieving Ensemble-Like Performance in a Single Model: A Feature Diversification Framework for Image-Text Matching AAAI 2025 Achieving Lightweight Super-Resolution for Real-Time Computer Graphics AAAI 2025 Achieving Linear Speedup and Near-Optimal Complexity for Decentralized Optimization over Row-stochastic Networks ICML 2025 Achieving Maximin Share and EFX/EF1 Guarantees Simultaneously AAAI 2025 Achieving More with Less: Additive Prompt Tuning for Rehearsal-Free Class-Incremental Learning ICCV 2025 Achieving Speed-Accuracy Balance in Vision-based 3D Occupancy Prediction via Geometric-Semantic Disentanglement AAAI 2025 AC-IND: Sparse CT Reconstruction Based on Attenuation Coefficient Estimation and Implicit Neural Distribution WACV 2025 ACING: Actor-Critic for Instruction Learning in Black-Box LLMs EMNLP 2025 Acknowledging Focus Ambiguity in Visual Questions ICCV 2025 ACL 2025 Industry Track: Overview ACL 2025 A Classification View on Meta Learning Bandits ICML 2025 A Classifier of Word-Level Variants in Witnesses of Biblical Hebrew Manuscripts ACL 2025 A CLIP-Powered Framework for Robust and Generalizable Data Selection ICLR 2025 A Closer Look at Backdoor Attacks on CLIP ICML 2025 A Closer Look at Bias and Chain-of-Thought Faithfulness of Large (Vision) Language Models EMNLP 2025 A Closer Look at Generalized BH Algorithm for Out-of-Distribution Detection ICML 2025 A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training CVPR 2025 A Closer Look at Transformers for Time Series Forecasting: Understanding Why They Work and Where They Struggle ICML 2025 ACL-rlg: A Dataset for Reading List Generation COLING 2025 A Coefficient Makes SVRG Effective ICLR 2025 A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks ICML 2025 A Combinatorial Approach to Neural Emergent Communication COLING 2025