conftrace_

memory efficiency

261 papers

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Co-occurring keywords

model compression (3302) large language model (13587) memory optimization (114) attention mechanism (4001) neural network (6616) efficient computing (781) inference optimization (219) kv cache (74) convolutional neural network (4226) parameter-efficient fine-tuning (736)

Papers

Computation and Memory Efficient Noise Adaptation of Wav2Vec2.0 for Noisy Speech Emotion Recognition with Skip Connection Adapters INTERSPEECH 2023
BAT: Boundary aware transducer for memory-efficient and low-latency ASR INTERSPEECH 2023
DIVISION: Memory Efficient Training via Dual Activation Precision ICML 2023
Reversible Neural Networks for Memory-Efficient Speaker Verification INTERSPEECH 2023
EfficientViT: Memory Efficient Vision Transformer With Cascaded Group Attention CVPR 2023
DisCo-CLIP: A Distributed Contrastive Loss for Memory Efficient CLIP Training CVPR 2023
ROME: Robustifying Memory-Efficient NAS via Topology Disentanglement and Gradient Accumulation ICCV 2023
Sequence Parallelism: Long Sequence Training from System Perspective ACL 2023
A Study on the Efficiency and Generalization of Light Hybrid Retrievers ACL 2023
Accelerated On-Device Forward Neural Network Training with Module-Wise Descending Asynchronism NIPS 2023
Mem-Rec: Memory Efficient Recommendation System using Alternative Representation ACML 2023
Memory-efficient Temporal Moment Localization in Long Videos EACL 2023
Couplformer: Rethinking Vision Transformer With Coupling Attention WACV 2023
Self-Attentive Pooling for Efficient Deep Learning WACV 2023
PatchDropout: Economizing Vision Transformers Using Patch Dropout WACV 2023
Pre-computed memory or on-the-fly encoding? A hybrid approach to retrieval augmentation makes the most of your compute ICML 2023
MobileTL: On-Device Transfer Learning with Inverted Residual Blocks AAAI 2023
Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model ACL 2023
Revisiting Block-based Quantisation: What is Important for Sub-8-bit LLM Inference? EMNLP 2023
PlenVDB: Memory Efficient VDB-Based Radiance Fields for Fast Training and Rendering CVPR 2023
Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model NIPS 2023
Single-Pass Pivot Algorithm for Correlation Clustering. Keep it simple! NIPS 2023
Learning Large Graph Property Prediction via Graph Segment Training NIPS 2023
Module-wise Training of Neural Networks via the Minimizing Movement Scheme NIPS 2023
Softmax Output Approximation for Activation Memory-Efficient Training of Attention-based Networks NIPS 2023