Knowledge Distillation

GCD: Advancing Vision-Language Models for Incremental Object Detection via Global Alignment and Correspondence Distillation AAAI 2025 Global-Semantic Alignment Distillation for Partial Multi-view Classification AAAI 2025 Gradient Inversion Attacks on Parameter-Efficient Fine-Tuning CVPR 2025 Graph-Based Cross-Domain Knowledge Distillation for Cross-Dataset Text-to-Image Person Retrieval AAAI 2025 Growing Through Experience: Scaling Episodic Grounding in Language Models ACL 2025 Gumbel Reranking: Differentiable End-to-End Reranker Optimization ACL 2025 HAMSt3R: Human-Aware Multi-view Stereo 3D Reconstruction ICCV 2025 Heuristic-free Knowledge Distillation for Streaming ASR via Multi-modal Training AAAI 2025 HFD-Teacher: High-Frequency Depth Distillation from Depth Foundation Models for Enhanced Depth Completion ICCV 2025 Howard University-AI4PC at SemEval-2025 Task 4: Unlearning Sensitive Content From Large Language Models Using Finetuning and Distillation for Selective Knowledge Removal SemEval 2025 Hybrid Annotation for Propaganda Detection: Integrating LLM Pre-Annotations with Human Intelligence ACL 2025 Hybrid Data-Free Knowledge Distillation AAAI 2025 IDIR: Identifying and Distilling Informative Relations for Speaker Verification Interspeech 2025 ImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs ACL 2025 Improving End-to-end Mixed-case ASR with Knowledge Distillation and Integration of Voice Activity Cues Interspeech 2025 Improving Respiratory Sound Classification with Architecture-Agnostic Knowledge Distillation from Ensembles Interspeech 2025 Inference-Time Diffusion Model Distillation ICCV 2025 Inheriting Generalized Learngene for Efficient Knowledge Transfer across Multiple Tasks AAAI 2025 Investigating Adapters for Parameter-efficient Low-resource Automatic Speech Recognition NAACL 2025 Investigating and Enhancing Vision-Audio Capability in Omnimodal Large Language Models ACL 2025 Just KIDDIN’ : Knowledge Infusion and Distillation for Detection of INdecent Memes ACL 2025 KDAT: Inherent Adversarial Robustness via Knowledge Distillation with Adversarial Tuning for Object Detection Models AAAI 2025 Know2Vec: A Black-Box Proxy for Neural Network Retrieval AAAI 2025 Knowledge Distillation for Learned Image Compression ICCV 2025 Knowledge Distillation with Refined Logits ICCV 2025