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

WRP: Weight Recover Prune for Structured Sparsity ACL 2024
Efficient Reinforcement Learning by Discovering Neural Pathways NIPS 2024
Adaptive Sharpness-Aware Pruning for Robust Sparse Networks ICLR 2024
Is C4 Dataset Optimal for Pruning? An Investigation of Calibration Data for LLM Pruning EMNLP 2024
FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning AISTATS 2024
Structured Optimal Brain Pruning for Large Language Models EMNLP 2024
Towards Higher Ranks via Adversarial Weight Pruning NIPS 2023
Re-GAN: Data-Efficient GANs Training via Architectural Reconfiguration CVPR 2023
Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming ICML 2023
The Emergence of Essential Sparsity in Large Pre-trained Models: The Weights that Matter NIPS 2023
Fair Scratch Tickets: Finding Fair Sparse Networks Without Weight Training CVPR 2023
Can We Find Strong Lottery Tickets in Generative Models? AAAI 2023
ESL-SNNs: An Evolutionary Structure Learning Strategy for Spiking Neural Networks AAAI 2023
How a Student becomes a Teacher: learning and forgetting through Spectral methods NIPS 2023
Resilient Binary Neural Network AAAI 2023
Strong Lottery Ticket Hypothesis with $\varepsilon$–perturbation AISTATS 2023
Learning Adversarially Robust Sparse Networks via Weight Reparameterization AAAI 2023
Towards a Smaller Student: Capacity Dynamic Distillation for Efficient Image Retrieval CVPR 2023
Towards Fairness-aware Adversarial Network Pruning ICCV 2023
Pruning-Guided Curriculum Learning for Semi-Supervised Semantic Segmentation WACV 2023
Graph Structure Learning via Lottery Hypothesis at Scale ACML 2023
Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution ICCV 2023
On the Neural Tangent Kernel Analysis of Randomly Pruned Neural Networks AISTATS 2023
Structural Alignment for Network Pruning through Partial Regularization ICCV 2023
A Three-regime Model of Network Pruning ICML 2023