conftrace_

parameter efficiency

417 papers

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model compression (3302) transfer learning (5449) convolutional neural network (4226) large language model (13587) mixture of expert (640) knowledge distillation (3725) neural network (6616) language model (4599) neural network optimization (1293) efficient computing (781)

Papers

Relationship Prompt Learning is Enough for Open-Vocabulary Semantic Segmentation NIPS 2024
DARNet: Dual Attention Refinement Network with Spatiotemporal Construction for Auditory Attention Detection NIPS 2024
DISP-LLM: Dimension-Independent Structural Pruning for Large Language Models NIPS 2024
Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules EMNLP 2023
EffConv: Efficient Learning of Kernel Sizes for Convolution Layers of CNNs AAAI 2023
Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft Prompting ACL 2023
Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning ACL 2023
Compressing Transformers: Features Are Low-Rank, but Weights Are Not! AAAI 2023
pNLP-Mixer: an Efficient all-MLP Architecture for Language ACL 2023
Rethinking Mobile Block for Efficient Attention-based Models ICCV 2023
Parameter-efficient Dysarthric Speech Recognition Using Adapter Fusion and Householder Transformation INTERSPEECH 2023
Prototypical Fine-Tuning: Towards Robust Performance under Varying Data Sizes AAAI 2023
Strip-MLP: Efficient Token Interaction for Vision MLP ICCV 2023
Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling INTERSPEECH 2023
EELBERT: Tiny Models through Dynamic Embeddings EMNLP 2023
PILLOW: Enhancing Efficient Instruction Fine-tuning via Prompt Matching EMNLP 2023
A Novel Learnable Interpolation Approach for Scale-Arbitrary Image Super-Resolution IJCAI 2023
CLR: Channel-wise Lightweight Reprogramming for Continual Learning ICCV 2023
Scaling Vision Transformers to 22 Billion Parameters ICML 2023
Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding AAAI 2023
Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model ACL 2023
COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models ICML 2023
Simple Hardware-Efficient Long Convolutions for Sequence Modeling ICML 2023
Task-Agnostic Structured Pruning of Speech Representation Models INTERSPEECH 2023
A Neural State-Space Modeling Approach to Efficient Speech Separation INTERSPEECH 2023