conftrace_

parameter efficiency

417 papers

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Co-occurring keywords

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

EELBERT: Tiny Models through Dynamic Embeddings EMNLP 2023
PILLOW: Enhancing Efficient Instruction Fine-tuning via Prompt Matching EMNLP 2023
Sparse Universal Transformer EMNLP 2023
Random Entity Quantization for Parameter-Efficient Compositional Knowledge Graph Representation EMNLP 2023
DueT: Image-Text Contrastive Transfer Learning with Dual-adapter Tuning EMNLP 2023
Exploring Transformers as Compact, Data-efficient Language Models EMNLP 2023
One Wide Feedforward Is All You Need EMNLP 2023
Masked Wavelet Representation for Compact Neural Radiance Fields CVPR 2023
Visual Prompt Multi-Modal Tracking CVPR 2023
Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding AAAI 2023
Prototypical Fine-Tuning: Towards Robust Performance under Varying Data Sizes AAAI 2023
Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning ACL 2023
Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft Prompting ACL 2023
Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model ACL 2023
PuMer: Pruning and Merging Tokens for Efficient Vision Language Models ACL 2023
MetaVL: Transferring In-Context Learning Ability From Language Models to Vision-Language Models ACL 2023
EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and Modal-adaptive Pruning ACL 2023
On Enhancing Fine-Tuning for Pre-trained Language Models EMNLP 2023
High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing Environments AAAI 2023
Learning Lightweight Neural Networks via Channel-Split Recurrent Convolution WACV 2023
Read-only Prompt Optimization for Vision-Language Few-shot Learning ICCV 2023
Fcaformer: Forward Cross Attention in Hybrid Vision Transformer ICCV 2023
LGPConv: Learnable Gaussian Perturbation Convolution for Lightweight Pansharpening IJCAI 2023
Linguistic More: Taking a Further Step toward Efficient and Accurate Scene Text Recognition IJCAI 2023
GLaM: Efficient Scaling of Language Models with Mixture-of-Experts ICML 2022