knowledge distillation

Learning to Retrieve In-Context Examples for Large Language Models EACL 2024 Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation CVPR 2024 LEDetection: A Simple Framework for Semi-Supervised Few-Shot Object Detection AISTATS 2024 LEMON: Reviving Stronger and Smaller LMs from Larger LMs with Linear Parameter Fusion ACL 2024 Leros: Learning Explicit Reasoning on Synthesized Data for Commonsense Question Answering COLING 2024 Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation ICLR 2024 Let All Be Whitened: Multi-Teacher Distillation for Efficient Visual Retrieval AAAI 2024 Leveraging Entity Information for Cross-Modality Correlation Learning: The Entity-Guided Multimodal Summarization ACL 2024 Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification CVPR 2024 LG-FGAD: An Effective Federated Graph Anomaly Detection Framework IJCAI 2024 LibreFace: An Open-Source Toolkit for Deep Facial Expression Analysis WACV 2024 LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS NeurIPS 2024 LightHGNN: Distilling Hypergraph Neural Networks into MLPs for 100x Faster Inference ICLR 2024 Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning ACL 2024 Linearly Decomposing and Recomposing Vision Transformers for Diverse-Scale Models NeurIPS 2024 LiSA: LiDAR Localization with Semantic Awareness CVPR 2024 LLM-based Multi-Level Knowledge Generation for Few-shot Knowledge Graph Completion IJCAI 2024 LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment NeurIPS 2024 LLM Performance Predictors are good initializers for Architecture Search ACL 2024 LLM-QAT: Data-Free Quantization Aware Training for Large Language Models ACL 2024 LLMR: Knowledge Distillation with a Large Language Model-Induced Reward COLING 2024 LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement EMNLP 2024 LLM See, LLM Do: Leveraging Active Inheritance to Target Non-Differentiable Objectives EMNLP 2024 LLMs Meet VLMs: Boost Open Vocabulary Object Detection with Fine-grained Descriptors ICLR 2024 LLM vs Small Model? Large Language Model Based Text Augmentation Enhanced Personality Detection Model AAAI 2024