Co-occurring keywords · papers mentioning both
Papers
FM-Delta: Lossless Compression for Storing Massive Fine-tuned Foundation Models
NeurIPS 2024
From Sparse to Soft Mixtures of Experts
ICLR 2024
Geometry-aware training of factorized layers in tensor Tucker format
NeurIPS 2024
Group and Shuffle: Efficient Structured Orthogonal Parametrization
NeurIPS 2024
HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities
WACV 2024
Harnessing small projectors and multiple views for efficient vision pretraining
NeurIPS 2024
Improving Neural ODE Training with Temporal Adaptive Batch Normalization
NeurIPS 2024
Interpretable Lightweight Transformer via Unrolling of Learned Graph Smoothness Priors
NeurIPS 2024
KernelWarehouse: Rethinking the Design of Dynamic Convolution
ICML 2024
LaMDA: Large Model Fine-Tuning via Spectrally Decomposed Low-Dimensional Adaptation
EMNLP 2024
Learning New Tasks from a Few Examples with Soft-Label Prototypes
ACL 2024
Learn it or Leave it: Module Composition and Pruning for Continual Learning
ACL 2024
LION: Implicit Vision Prompt Tuning
AAAI 2024
LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR
Interspeech 2024
LORS: Low-rank Residual Structure for Parameter-Efficient Network Stacking
CVPR 2024
Maverick: Efficient and Accurate Coreference Resolution Defying Recent Trends
ACL 2024
MedAdapter: Efficient Test-Time Adaptation of Large Language Models Towards Medical Reasoning
EMNLP 2024
Memory Augmented Language Models through Mixture of Word Experts
NAACL 2024
MEND: Meta Demonstration Distillation for Efficient and Effective In-Context Learning
ICLR 2024
MindMerger: Efficiently Boosting LLM Reasoning in non-English Languages
NeurIPS 2024
Mixture of Diverse Size Experts
EMNLP 2024
Mixture-of-Experts Meets Instruction Tuning: A Winning Combination for Large Language Models
ICLR 2024
Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules
EMNLP 2024
MomentumSMoE: Integrating Momentum into Sparse Mixture of Experts
NeurIPS 2024
MULTI-CONVFORMER: Extending Conformer with Multiple Convolution Kernels
Interspeech 2024