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Model Compression

1928 directly classified papers

Papers per year

Papers

Graph Structure Learning via Lottery Hypothesis at Scale ACML 2023

A Mixed-Precision Quantization Method without Accuracy Degradation Using Semilayers ACML 2023

Mem-Rec: Memory Efficient Recommendation System using Alternative Representation ACML 2023

PRANC: Pseudo RAndom Networks for Compacting Deep Models ICCV 2023

SHACIRA: Scalable HAsh-grid Compression for Implicit Neural Representations ICCV 2023

Condensing Multilingual Knowledge with Lightweight Language-Specific Modules EMNLP 2023

MUter: Machine Unlearning on Adversarially Trained Models ICCV 2023

Data-Free Class-Incremental Hand Gesture Recognition ICCV 2023

Lossy and Lossless (L2) Post-training Model Size Compression ICCV 2023

EQ-Net: Elastic Quantization Neural Networks ICCV 2023

Towards Robust Model Watermark via Reducing Parametric Vulnerability ICCV 2023

DenseShift: Towards Accurate and Efficient Low-Bit Power-of-Two Quantization ICCV 2023

Estimator Meets Equilibrium Perspective: A Rectified Straight Through Estimator for Binary Neural Networks Training ICCV 2023

Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning EMNLP 2023

Jumping through Local Minima: Quantization in the Loss Landscape of Vision Transformers ICCV 2023

Single Image Deblurring with Row-dependent Blur Magnitude ICCV 2023

ORC: Network Group-based Knowledge Distillation using Online Role Change ICCV 2023

From Knowledge Distillation to Self-Knowledge Distillation: A Unified Approach with Normalized Loss and Customized Soft Labels ICCV 2023

DETRDistill: A Universal Knowledge Distillation Framework for DETR-families ICCV 2023

Masked Autoencoders Are Stronger Knowledge Distillers ICCV 2023

Revisiting the Parameter Efficiency of Adapters from the Perspective of Precision Redundancy ICCV 2023

Privacy-Preserving End-to-End Spoken Language Understanding IJCAI 2023

Black-box Prompt Tuning for Vision-Language Model as a Service IJCAI 2023

Model Compression for DNN-based Speaker Verification Using Weight Quantization INTERSPEECH 2023

SmartBERT: A Promotion of Dynamic Early Exiting Mechanism for Accelerating BERT Inference IJCAI 2023