conftrace_

training acceleration

33 papers

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Co-occurring keywords

neural network optimization (1293) model compression (3302) sparse training (77) computational efficiency (362) convolutional neural network (4226) diffusion model (3751) efficient computing (781) image generation (2073) vision transformer (1106) stochastic gradient descent (1091)

Papers

Partial Forward Blocking: A Novel Data Pruning Paradigm for Lossless Training Acceleration ICCV 2025
Differential-informed Sample Selection Accelerates Multimodal Contrastive Learning ICCV 2025
BSFA: Leveraging the Subspace Dichotomy to Accelerate Neural Network Training EMNLP 2025
EVOS: Efficient Implicit Neural Training via EVOlutionary Selector CVPR 2025
Adaptive Non-Uniform Timestep Sampling for Accelerating Diffusion Model Training CVPR 2025
Fast Forwarding Low-Rank Training EMNLP 2024
A General and Efficient Training for Transformer via Token Expansion CVPR 2024
Speaking in Wavelet Domain: A Simple and Efficient Approach to Speed up Speech Diffusion Model EMNLP 2024
FasterDiT: Towards Faster Diffusion Transformers Training without Architecture Modification NIPS 2024
Immiscible Diffusion: Accelerating Diffusion Training with Noise Assignment NIPS 2024
Accelerating Neural Field Training via Soft Mining CVPR 2024
SSF: Accelerating Training of Spiking Neural Networks with Stabilized Spiking Flow ICCV 2023
RSC: Accelerate Graph Neural Networks Training via Randomized Sparse Computations ICML 2023
Accelerating the Training of Video Super-resolution Models AAAI 2023
Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training AAAI 2023
Network Expansion for Practical Training Acceleration CVPR 2023
Acceleration of Large Transformer Model Training by Sensitivity-Based Layer Dropping AAAI 2023
FFCV: Accelerating Training by Removing Data Bottlenecks CVPR 2023
Embedding Recycling for Language Models EACL 2023
Learning to Boost Training by Periodic Nowcasting Near Future Weights ICML 2023
Curvature-Aware Training for Coordinate Networks ICCV 2023
NerfAcc: Efficient Sampling Accelerates NeRFs ICCV 2023
Patch Diffusion: Faster and More Data-Efficient Training of Diffusion Models NIPS 2023
Accelerated Training of Physics-Informed Neural Networks (PINNs) using Meshless Discretizations NIPS 2022
Prioritized Training on Points that are Learnable, Worth Learning, and not yet Learnt ICML 2022