knowledge distillation

CLIP-KD: An Empirical Study of CLIP Model Distillation CVPR 2024 CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction ICLR 2024 Cloud-Device Collaborative Learning for Multimodal Large Language Models CVPR 2024 Cloud Object Detector Adaptation by Integrating Different Source Knowledge NeurIPS 2024 Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation EMNLP 2024 Coconut: Contextualized Commonsense Unified Transformers for Graph-Based Commonsense Augmentation of Language Models ACL 2024 CodecLM: Aligning Language Models with Tailored Synthetic Data NAACL 2024 CoDi: Conditional Diffusion Distillation for Higher-Fidelity and Faster Image Generation CVPR 2024 Cognitive Visual-Language Mapper: Advancing Multimodal Comprehension with Enhanced Visual Knowledge Alignment ACL 2024 CoIN: A Benchmark of Continual Instruction Tuning for Multimodel Large Language Models NeurIPS 2024 Collaborative Learning across Heterogeneous Systems with Pre-Trained Models AAAI 2024 COMBHelper: A Neural Approach to Reduce Search Space for Graph Combinatorial Problems AAAI 2024 Compact Language Models via Pruning and Knowledge Distillation NeurIPS 2024 Compact Speech Translation Models via Discrete Speech Units Pretraining ACL 2024 Complementary Knowledge Distillation for Robust and Privacy-Preserving Model Serving in Vertical Federated Learning AAAI 2024 Compressing Image-to-Image Translation GANs Using Local Density Structures on Their Learned Manifold AAAI 2024 Compressing LLMs: The Truth is Rarely Pure and Never Simple ICLR 2024 Confidence Matters: Enhancing Medical Image Classification Through Uncertainty-Driven Contrastive Self-Distillation MICCAI 2024 CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants NAACL 2024 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 Contextualization Distillation from Large Language Model for Knowledge Graph Completion EACL 2024 Continual Audio-Visual Sound Separation NeurIPS 2024 Continual Compositional Zero-Shot Learning IJCAI 2024