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Deep Learning
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Transfer Learning
2362 directly classified papers
Papers per year
2008: 1
2011: 1
2013: 6
2014: 4
2015: 11
2016: 21
2017: 48
2018: 83
2019: 184
2020: 296
2021: 309
2022: 356
2023: 320
2024: 366
2025: 348
2026: 8
Papers
Contrastive Test-Time Composition of Multiple LoRA Models for Image Generation
ICCV 2025
Repurposing 2D Diffusion Models with Gaussian Atlas for 3D Generation
ICCV 2025
Aligning and Prompting Anything for Zero-Shot Generalized Anomaly Detection
AAAI 2025
Generating Multi-Image Synthetic Data for Text-to-Image Customization
ICCV 2025
Progressive Test Time Energy Adaptation for Medical Image Segmentation
ICCV 2025
Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training
ICCV 2025
A Parameter-Efficient and Fine-Grained Prompt Learning for Vision-Language Models
ACL 2025
Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval
ACL 2025
Revisiting Pool-based Prompt Learning for Few-shot Class-incremental Learning
ICCV 2025
Enhancing the Performance of Global Model by Improving the Adaptability of Local Models in Federated Learning
IJCAI 2025
SemiVisBooster: Boosting Semi-Supervised Learning for Fine-Grained Classification through Pseudo-Label Semantic Guidance
ICCV 2025
Know "No" Better: A Data-Driven Approach for Enhancing Negation Awareness in CLIP
ICCV 2025
D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning
IJCAI 2025
Diving into the Fusion of Monocular Priors for Generalized Stereo Matching
ICCV 2025
Fuse Before Transfer: Knowledge Fusion for Heterogeneous Distillation
ICCV 2025
OpenM3D: Open Vocabulary Multi-view Indoor 3D Object Detection without Human Annotations
ICCV 2025
CLIPer: Hierarchically Improving Spatial Representation of CLIP for Open-Vocabulary Semantic Segmentation
ICCV 2025
Feature Augmentation Based Test-Time Adaptation
WACV 2025
PHATNet: A Physics-guided Haze Transfer Network for Domain-adaptive Real-world Image Dehazing
ICCV 2025
EvoCL: Continual Learning over Evolving Domains
WACV 2025
Boosting Adversarial Transferability via Residual Perturbation Attack
ICCV 2025
Advancing Stain Transfer for Multi-Biomarkers: A Human Annotation-Free Method Based on Auxiliary Task Supervision
IJCAI 2025
A-I-RAVEN and I-RAVEN-Mesh: Two New Benchmarks for Abstract Visual Reasoning
IJCAI 2025
Latte: Transfering LLMs' Latent-level Knowledge for Few-shot Tabular Learning
IJCAI 2025
Adaptive Parameter Selection for Tuning Vision-Language Models
CVPR 2025
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