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memory efficiency

304 papers

Papers

Accelerated On-Device Forward Neural Network Training with Module-Wise Descending Asynchronism NeurIPS 2023 A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning ICLR 2023 A Study on the Efficiency and Generalization of Light Hybrid Retrievers ACL 2023 BAT: Boundary aware transducer for memory-efficient and low-latency ASR Interspeech 2023 Blockwise Parallel Transformers for Large Context Models NeurIPS 2023 CAME: Confidence-guided Adaptive Memory Efficient Optimization ACL 2023 Compressing Explicit Voxel Grid Representations: Fast NeRFs Become Also Small WACV 2023 Computation and Memory Efficient Noise Adaptation of Wav2Vec2.0 for Noisy Speech Emotion Recognition with Skip Connection Adapters Interspeech 2023 Couplformer: Rethinking Vision Transformer With Coupling Attention WACV 2023 DisCo-CLIP: A Distributed Contrastive Loss for Memory Efficient CLIP Training CVPR 2023 DIVISION: Memory Efficient Training via Dual Activation Precision ICML 2023 EcoTTA: Memory-Efficient Continual Test-Time Adaptation via Self-Distilled Regularization CVPR 2023 EfficientViT: Memory Efficient Vision Transformer With Cascaded Group Attention CVPR 2023 Facto-CNN: Memory-Efficient CNN Training with Low-rank Tensor Factorization and Lossy Tensor Compression ACML 2023 Fast Partitioned Learned Bloom Filter NeurIPS 2023 Gemel: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge NSDI 2023 Iterative Patch Selection for High-Resolution Image Recognition ICLR 2023 Learning Large Graph Property Prediction via Graph Segment Training NeurIPS 2023 MECTA: Memory-Economic Continual Test-Time Model Adaptation ICLR 2023 Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model ACL 2023 Memory-efficient Temporal Moment Localization in Long Videos EACL 2023 Memory-Oriented Structural Pruning for Efficient Image Restoration AAAI 2023 Mem-Rec: Memory Efficient Recommendation System using Alternative Representation ACML 2023 MobileTL: On-Device Transfer Learning with Inverted Residual Blocks AAAI 2023 Module-wise Training of Neural Networks via the Minimizing Movement Scheme NeurIPS 2023