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transfer learning

5449 papers

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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

Vita-CLIP: Video and Text Adaptive CLIP via Multimodal Prompting CVPR 2023
Towards Universal LiDAR-Based 3D Object Detection by Multi-Domain Knowledge Transfer ICCV 2023
RLIPv2: Fast Scaling of Relational Language-Image Pre-Training ICCV 2023
ZegCLIP: Towards Adapting CLIP for Zero-Shot Semantic Segmentation CVPR 2023
Improving CLIP Fine-tuning Performance ICCV 2023
Four Approaches to Low-Resource Multilingual NMT: The Helsinki Submission to the AmericasNLP 2023 Shared Task ACL 2023
Exploring Model Transferability through the Lens of Potential Energy ICCV 2023
A-La-Carte Prompt Tuning (APT): Combining Distinct Data via Composable Prompting CVPR 2023
MimicGen: A Data Generation System for Scalable Robot Learning using Human Demonstrations CORL 2023
Does progress on ImageNet transfer to real-world datasets? NIPS 2023
Policy Stitching: Learning Transferable Robot Policies CORL 2023
CLIP2Scene: Towards Label-Efficient 3D Scene Understanding by CLIP CVPR 2023
HumanBench: Towards General Human-Centric Perception With Projector Assisted Pretraining CVPR 2023
Multi-Frequency Representation Enhancement with Privilege Information for Video Super-Resolution ICCV 2023
URL: A Representation Learning Benchmark for Transferable Uncertainty Estimates NIPS 2023
Efficient Equivariant Transfer Learning from Pretrained Models NIPS 2023
Diffused Redundancy in Pre-trained Representations NIPS 2023
IST-Net: Prior-Free Category-Level Pose Estimation with Implicit Space Transformation ICCV 2023
Novel Scenes & Classes: Towards Adaptive Open-set Object Detection ICCV 2023
Towards Geospatial Foundation Models via Continual Pretraining ICCV 2023
Long-range Multimodal Pretraining for Movie Understanding ICCV 2023
What Can a Cook in Italy Teach a Mechanic in India? Action Recognition Generalisation Over Scenarios and Locations ICCV 2023
Visually Grounded Continual Language Learning with Selective Specialization EMNLP 2023
Enhancing Spanish-Quechua Machine Translation with Pre-Trained Models and Diverse Data Sources: LCT-EHU at AmericasNLP Shared Task ACL 2023
Tem-Adapter: Adapting Image-Text Pretraining for Video Question Answer ICCV 2023