Knowledge Distillation

Consistency Policy: Accelerated Visuomotor Policies via Consistency Distillation RSS 2024 ConsistencyTTA: Accelerating Diffusion-Based Text-to-Audio Generation with Consistency Distillation Interspeech 2024 Contextual Affinity Distillation for Image Anomaly Detection WACV 2024 Continual Learning with Semi-supervised Contrastive Distillation for Incremental Neural Machine Translation ACL 2024 Continual Segmentation with Disentangled Objectness Learning and Class Recognition CVPR 2024 CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions COLING 2024 Cooperative Knowledge Distillation: A Learner Agnostic Approach AAAI 2024 CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning NeurIPS 2024 Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities CVPR 2024 COSIGN: Contextual Facts Guided Generation for Knowledge Graph Completion NAACL 2024 CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets ICLR 2024 CRKD: Enhanced Camera-Radar Object Detection with Cross-modality Knowledge Distillation CVPR 2024 Cross-Dimension Affinity Distillation for 3D EM Neuron Segmentation CVPR 2024 CrossKD: Cross-Head Knowledge Distillation for Object Detection CVPR 2024 Cross-model Control: Improving Multiple Large Language Models in One-time Training NeurIPS 2024 Cross-Problem Learning for Solving Vehicle Routing Problems IJCAI 2024 Cross-transfer Knowledge between Speech and Text Encoders to Evaluate Customer Satisfaction Interspeech 2024 CSL: Class-Agnostic Structure-Constrained Learning for Segmentation Including the Unseen AAAI 2024 CTC-based Non-autoregressive Textless Speech-to-Speech Translation ACL 2024 Customizable Combination of Parameter-Efficient Modules for Multi-Task Learning ICLR 2024 Customize your NeRF: Adaptive Source Driven 3D Scene Editing via Local-Global Iterative Training CVPR 2024 CyberQ: Generating Questions and Answers for Cybersecurity Education Using Knowledge Graph-Augmented LLMs AAAI 2024 CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment ACL 2024 D2LLM: Decomposed and Distilled Large Language Models for Semantic Search ACL 2024 D3ETR: Decoder Distillation for Detection Transformer IJCAI 2024