knowledge distillation

StyleRemix: Interpretable Authorship Obfuscation via Distillation and Perturbation of Style Elements EMNLP 2024 Summarizing Stream Data for Memory-Constrained Online Continual Learning AAAI 2024 Sunshine to Rainstorm: Cross-Weather Knowledge Distillation for Robust 3D Object Detection AAAI 2024 Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning ACL 2024 SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors NeurIPS 2024 SyncMask: Synchronized Attentional Masking for Fashion-centric Vision-Language Pretraining CVPR 2024 SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation EMNLP 2024 TAeKD: Teacher Assistant Enhanced Knowledge Distillation for Closed-Source Multilingual Neural Machine Translation COLING 2024 Tail-STEAK: Improve Friend Recommendation for Tail Users via Self-Training Enhanced Knowledge Distillation AAAI 2024 TASeg: Temporal Aggregation Network for LiDAR Semantic Segmentation CVPR 2024 Task-agnostic Distillation of Encoder-Decoder Language Models COLING 2024 Teacher as a Lenient Expert: Teacher-Agnostic Data-Free Knowledge Distillation AAAI 2024 Teacher-Student Training for Debiasing: General Permutation Debiasing for Large Language Models ACL 2024 Teaching-Assistant-in-the-Loop: Improving Knowledge Distillation from Imperfect Teacher Models in Low-Budget Scenarios ACL 2024 Teaching Llama a New Language Through Cross-Lingual Knowledge Transfer NAACL 2024 Teaching Small Language Models Reasoning through Counterfactual Distillation EMNLP 2024 Teaching Small Language Models to Reason for Knowledge-Intensive Multi-Hop Question Answering ACL 2024 Teaching Tiny Minds: Exploring Methods to Enhance Knowledge Distillation for Small Language Models CoNLL 2024 TelME: Teacher-leading Multimodal Fusion Network for Emotion Recognition in Conversation NAACL 2024 Temperature-Centric Investigation of Speculative Decoding with Knowledge Distillation EMNLP 2024 Test-Time Domain Adaptation by Learning Domain-Aware Batch Normalization AAAI 2024 Text-Enhanced Data-free Approach for Federated Class-Incremental Learning CVPR 2024 Text Grouping Adapter: Adapting Pre-trained Text Detector for Layout Analysis CVPR 2024 Text-like Encoding of Collaborative Information in Large Language Models for Recommendation ACL 2024 The ALCHEmist: Automated Labeling 500x CHEaper than LLM Data Annotators NeurIPS 2024