model compression

Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning EMNLP 2023 Information Magnitude Based Dynamic Sub-sampling for Speech-to-text Interspeech 2023 INGENIOUS: Using Informative Data Subsets for Efficient Pre-Training of Language Models EMNLP 2023 InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT EMNLP 2023 INSTA-BNN: Binary Neural Network with INSTAnce-aware Threshold ICCV 2023 Instant Soup: Cheap Pruning Ensembles in A Single Pass Can Draw Lottery Tickets from Large Models ICML 2023 Integral Neural Networks CVPR 2023 Intriguing Properties of Quantization at Scale NeurIPS 2023 Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution ICCV 2023 IterDE: An Iterative Knowledge Distillation Framework for Knowledge Graph Embeddings AAAI 2023 Itri Amigos at ArAIEval Shared Task: Transformer vs. Compression-Based Models for Persuasion Techniques and Disinformation Detection EMNLP 2023 I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference ICCV 2023 Joint Token Pruning and Squeezing Towards More Aggressive Compression of Vision Transformers CVPR 2023 KD-Zero: Evolving Knowledge Distiller for Any Teacher-Student Pairs NeurIPS 2023 Knowledge Distillation for 6D Pose Estimation by Aligning Distributions of Local Predictions CVPR 2023 Knowledge Distillation for High Dimensional Search Index NeurIPS 2023 Knowledge Distillation on Joint Task End-to-End Speech Translation Interspeech 2023 Knowledge Distillation Performs Partial Variance Reduction NeurIPS 2023 LAB: Learnable Activation Binarizer for Binary Neural Networks WACV 2023 LAIT: Efficient Multi-Segment Encoding in Transformers with Layer-Adjustable Interaction ACL 2023 LAMASSU: A Streaming Language-Agnostic Multilingual Speech Recognition and Translation Model Using Neural Transducers Interspeech 2023 Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions NeurIPS 2023 LCS: Learning Compressible Subspaces for Efficient, Adaptive, Real-Time Network Compression at Inference Time WACV 2023 LEALLA: Learning Lightweight Language-agnostic Sentence Embeddings with Knowledge Distillation EACL 2023 Leap-of-Thought: Accelerating Transformers via Dynamic Token Routing EMNLP 2023