knowledge distillation

Pruning Large Language Models with Semi-Structural Adaptive Sparse Training AAAI 2025 PseDet: Revisiting the Power of Pseudo Label in Incremental Object Detection ICLR 2025 Punching Above Precision: Small Quantized Model Distillation with Learnable Regularizer ACML 2025 QABISAR: Query-Article Bipartite Interactions for Statutory Article Retrieval COLING 2025 QCRD: Quality-guided Contrastive Rationale Distillation for Large Language Models EMNLP 2025 QUADS: Quantized Distillation Framework for Efficient Speech Language Understanding Interspeech 2025 Quantification of Large Language Model Distillation ACL 2025 Quantifying Knowledge Distillation using Partial Information Decomposition AISTATS 2025 Quantized Spike-driven Transformer ICLR 2025 Query Optimization for Parametric Knowledge Refinement in Retrieval-Augmented Large Language Models EMNLP 2025 RADIOv2.5: Improved Baselines for Agglomerative Vision Foundation Models CVPR 2025 RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards ICLR 2025 Random Conditioning for Diffusion Model Compression with Distillation CVPR 2025 Rationale-Guided Distillation for E-Commerce Relevance Classification: Bridging Large Language Models and Lightweight Cross-Encoders COLING 2025 Rationalize and Align: Enhancing Writing Assistance with Rationale via Self-Training for Improved Alignment ACL 2025 RAZOR: Sharpening Knowledge by Cutting Bias with Unsupervised Text Rewriting AAAI 2025 RCTDistill: Cross-Modal Knowledge Distillation Framework for Radar-Camera 3D Object Detection with Temporal Fusion ICCV 2025 Real-Time Neural Denoising with Render-Aware Knowledge Distillation AAAI 2025 Real-time TSE demonstration via SoundBeam with KD Interspeech 2025 Rebalancing Multi-Label Class-Incremental Learning AAAI 2025 Recalling The Forgotten Class Memberships: Unlearned Models Can Be Noisy Labelers to Leak Privacy IJCAI 2025 RECALL: REpresentation-aligned Catastrophic-forgetting ALLeviation via Hierarchical Model Merging EMNLP 2025 Recall with Reasoning: Chain-of-Thought Distillation for Mamba’s Long-Context Memory and Extrapolation EMNLP 2025 Recover and Match: Open-Vocabulary Multi-Label Recognition through Knowledge-Constrained Optimal Transport CVPR 2025 ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation ACL 2025