conftrace_

downstream task

177 papers

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Co-occurring keywords

representation learning (6206) transfer learning (5449) self-supervised learning (3777) large language model (13587) language model (4599) contrastive learning (4032) pretrained language model (1030) reinforcement learning (4352) knowledge distillation (3725) pre-trained model (412)

Papers

Disentangled Unsupervised Skill Discovery for Efficient Hierarchical Reinforcement Learning NIPS 2024
Constrained Probabilistic Mask Learning for Task-Specific Undersampled MRI Reconstruction WACV 2024
Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP NIPS 2024
Explicit over Implict: Explicit Diversity Conditions for Effective Question Answer Generation COLING 2024
Disentangled Pre-Training for Image Matting WACV 2024
Evaluating Unsupervised Dimensionality Reduction Methods for Pretrained Sentence Embeddings COLING 2024
PRewrite: Prompt Rewriting with Reinforcement Learning ACL 2024
A Taxonomy for Data Contamination in Large Language Models ACL 2024
Revisiting Disentanglement in Downstream Tasks: A Study on Its Necessity for Abstract Visual Reasoning AAAI 2024
Is Summary Useful or Not? An Extrinsic Human Evaluation of Text Summaries on Downstream Tasks COLING 2024
COSMIC: Mutual Information for Task-Agnostic Summarization Evaluation ACL 2024
Exploring Language Representation through a Resource Inventory Project ACL 2024
When does perceptual alignment benefit vision representations? NIPS 2024
A Survey of AMR Applications EMNLP 2024
V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark NIPS 2024
On the Comparison between Multi-modal and Single-modal Contrastive Learning NIPS 2024
XferBench: a Data-Driven Benchmark for Emergent Language NAACL 2024
Deciphering the Projection Head: Representation Evaluation Self-supervised Learning IJCAI 2024
Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models EMNLP 2023
Blessing of Class Diversity in Pre-training AISTATS 2023
ViM: Vision Middleware for Unified Downstream Transferring ICCV 2023
SatlasPretrain: A Large-Scale Dataset for Remote Sensing Image Understanding ICCV 2023
Data Similarity is Not Enough to Explain Language Model Performance EMNLP 2023
Token Boosting for Robust Self-Supervised Visual Transformer Pre-Training CVPR 2023
Data-Efficient French Language Modeling with CamemBERTa ACL 2023