conftrace_

network pruning

183 papers

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Co-occurring keywords

model compression (3302) lottery ticket hypothesis (104) neural network pruning (265) neural network (6616) knowledge distillation (3725) neural network optimization (1293) convolutional neural network (4226) model pruning (237) neural architecture search (666) transfer learning (5449)

Papers

GliaNet: Adaptive Neural Network Structure Learning with Glia-Driven CVPR 2025
On-Device Diffusion Transformer Policy for Efficient Robot Manipulation ICCV 2025
Visual Prompting Upgrades Neural Network Sparsification: A Data-Model Perspective AAAI 2025
On Pruning State-Space LLMs EMNLP 2025
MDP: Multidimensional Vision Model Pruning with Latency Constraint CVPR 2025
Achieving Lightweight Super-Resolution for Real-Time Computer Graphics AAAI 2025
LangCompress: Language-Aware Compression of Large Language Models AACL 2025
Hierarchical Safety Realignment: Lightweight Restoration of Safety in Pruned Large Vision-Language Models ACL 2025
Improving Generalization in Meta-Learning via Meta-Gradient Augmentation IJCAI 2025
ICP: Immediate Compensation Pruning for Mid-to-high Sparsity CVPR 2025
Till the Layers Collapse: Compressing a Deep Neural Network Through the Lenses of Batch Normalization Layers. AAAI 2025
Structured Optimal Brain Pruning for Large Language Models EMNLP 2024
WRP: Weight Recover Prune for Structured Sparsity ACL 2024
Dissecting the Interplay of Attention Paths in a Statistical Mechanics Theory of Transformers NIPS 2024
Efficient CNNs with Quaternion Transformations and Pruning for Audio Tagging INTERSPEECH 2024
AlterMOMA: Fusion Redundancy Pruning for Camera-LiDAR Fusion Models with Alternative Modality Masking NIPS 2024
Auto-Train-Once: Controller Network Guided Automatic Network Pruning from Scratch CVPR 2024
Do Localization Methods Actually Localize Memorized Data in LLMs? A Tale of Two Benchmarks NAACL 2024
How Sparse Can We Prune A Deep Network: A Fundamental Limit Perspective NIPS 2024
Efficient Reinforcement Learning by Discovering Neural Pathways NIPS 2024
EFTNAS: Searching for Efficient Language Models in First-Order Weight-Reordered Super-Networks COLING 2024
Low-Rank Prune-And-Factorize for Language Model Compression COLING 2024
Adaptive Sharpness-Aware Pruning for Robust Sparse Networks ICLR 2024
FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning AISTATS 2024
EPSD: Early Pruning with Self-Distillation for Efficient Model Compression AAAI 2024