conftrace_

parameter efficiency

417 papers

Explore in graph

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

DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models ACL 2024
Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis CVPR 2024
Harnessing small projectors and multiple views for efficient vision pretraining NIPS 2024
FM-Delta: Lossless Compression for Storing Massive Fine-tuned Foundation Models NIPS 2024
Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting NIPS 2024
End-to-End Temporal Action Detection with 1B Parameters Across 1000 Frames CVPR 2024
Exploring the Transferability of Visual Prompting for Multimodal Large Language Models CVPR 2024
Time- Memory- and Parameter-Efficient Visual Adaptation CVPR 2024
PELA: Learning Parameter-Efficient Models with Low-Rank Approximation CVPR 2024
Multi-Head Mixture-of-Experts NIPS 2024
HU at SemEval-2024 Task 8A: Can Contrastive Learning Learn Embeddings to Detect Machine-Generated Text? NAACL 2024
PeLK: Parameter-efficient Large Kernel ConvNets with Peripheral Convolution CVPR 2024
A Lightweight Mixture-of-Experts Neural Machine Translation Model with Stage-wise Training Strategy NAACL 2024
Werkzeug at SemEval-2024 Task 8: LLM-Generated Text Detection via Gated Mixture-of-Experts Fine-Tuning NAACL 2024
Volterra Neural Networks (VNNs) JMLR 2024
MindMerger: Efficiently Boosting LLM Reasoning in non-English Languages NIPS 2024
Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features? INTERSPEECH 2024
Memory Augmented Language Models through Mixture of Word Experts NAACL 2024
HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities WACV 2024
SDNet: An Extremely Efficient Portrait Matting Model via Self-Distillation WACV 2024
Building on Efficient Foundations: Effective Training of LLMs with Structured Feedforward Layers NIPS 2024
Mixture of Diverse Size Experts EMNLP 2024
Relationship Prompt Learning is Enough for Open-Vocabulary Semantic Segmentation NIPS 2024
Fine-Tuning ASR models for Very Low-Resource Languages: A Study on Mvskoke ACL 2024
MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning CVPR 2024