conftrace_

transfer learning

5449 papers

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TL

Co-occurring keywords

domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

Mediated Uncoupled Learning and Validation with Bregman Divergences: Loss Family with Maximal Generality AISTATS 2023

Video Prediction Models as Rewards for Reinforcement Learning NIPS 2023

Cascaded Multi-task Adaptive Learning Based on Neural Architecture Search INTERSPEECH 2023

Model Spider: Learning to Rank Pre-Trained Models Efficiently NIPS 2023

Graph Knows Unknowns: Reformulate Zero-Shot Learning as Sample-Level Graph Recognition AAAI 2023

Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking ACL 2023

kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation ACL 2023

Measuring the Instability of Fine-Tuning ACL 2023

TIES-Merging: Resolving Interference When Merging Models NIPS 2023

Foundation Model is Efficient Multimodal Multitask Model Selector NIPS 2023

Your representations are in the network: composable and parallel adaptation for large scale models NIPS 2023

Transfer learning for atomistic simulations using GNNs and kernel mean embeddings NIPS 2023

FD-Align: Feature Discrimination Alignment for Fine-tuning Pre-Trained Models in Few-Shot Learning NIPS 2023

Developing Speech Processing Pipelines for Police Accountability INTERSPEECH 2023

Re-investigating the Efficient Transfer Learning of Speech Foundation Model using Feature Fusion Methods INTERSPEECH 2023

Variational Monte Carlo on a Budget — Fine-tuning pre-trained Neural Wavefunctions NIPS 2023

Where’s the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation ACL 2023

Language Semantic Graph Guided Data-Efficient Learning NIPS 2023

Graph Neural Networks for Road Safety Modeling: Datasets and Evaluations for Accident Analysis NIPS 2023

BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting NIPS 2023

On Transfer of Adversarial Robustness from Pretraining to Downstream Tasks NIPS 2023

ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation NIPS 2023

Textually Pretrained Speech Language Models NIPS 2023

Learning and processing the ordinal information of temporal sequences in recurrent neural circuits NIPS 2023

Active Learning-Based Species Range Estimation NIPS 2023