model compression

Sparse Token Transformer with Attention Back Tracking ICLR 2023 SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer CVPR 2023 Sparsifiner: Learning Sparse Instance-Dependent Attention for Efficient Vision Transformers CVPR 2023 SPDF: Sparse Pre-training and Dense Fine-tuning for Large Language Models UAI 2023 SpENCNN: Orchestrating Encoding and Sparsity for Fast Homomorphically Encrypted Neural Network Inference ICML 2023 SPIQ: Data-Free Per-Channel Static Input Quantization WACV 2023 spred: Solving L1 Penalty with SGD ICML 2023 SSDA: Secure Source-Free Domain Adaptation ICCV 2023 Stable and low-precision training for large-scale vision-language models NeurIPS 2023 Steganography of Steganographic Networks AAAI 2023 STEP: Learning N:M Structured Sparsity Masks from Scratch with Precondition ICML 2023 Structural Pruning for Diffusion Models NeurIPS 2023 Structured Pruning for Efficient Generative Pre-trained Language Models ACL 2023 Structured Sparsity Learning for Efficient Video Super-Resolution CVPR 2023 SUBP: Soft Uniform Block Pruning for 1×N Sparse CNNs Multithreading Acceleration NeurIPS 2023 SVD-NAS: Coupling Low-Rank Approximation and Neural Architecture Search WACV 2023 SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient ICML 2023 Switchable Representation Learning Framework With Self-Compatibility CVPR 2023 Symbolic Chain-of-Thought Distillation: Small Models Can Also “Think” Step-by-Step ACL 2023 Task-Agnostic Structured Pruning of Speech Representation Models Interspeech 2023 Task-specific Compression for Multi-task Language Models using Attribution-based Pruning EACL 2023 Teacher and Student Models of Offensive Language in Social Media ACL 2023 Teacher Assistant-Based Knowledge Distillation Extracting Multi-level Features on Single Channel Sleep EEG IJCAI 2023 Teacher Intervention: Improving Convergence of Quantization Aware Training for Ultra-Low Precision Transformers EACL 2023 Teaching Small Language Models to Reason ACL 2023