conftrace_

Learning Paradigms

14,967 papers (9 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Transfer Learning (8,172) Few-Shot Learning (2,681) Meta-Learning (1,719) Federated Learning (1,560) Zero-Shot Learning (878) Continual Learning (189) Domain Adaptation (184) Self-Supervised Learning (158) Active Learning (154) Multi-Task Learning (145) Semi-Supervised Learning (86) In-Context Learning (53) Unsupervised Learning (53) Domain Generalization (26) Weakly Supervised Learning (23)

Papers per year

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12

24

14

20

29

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32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

'5

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Papers (including subtopics)

ViLCo-Bench: VIdeo Language COntinual learning Benchmark NeurIPS 2024 ViLT-CLIP: Video and Language Tuning CLIP with Multimodal Prompt Learning and Scenario-Guided Optimization AAAI 2024 Vision-by-Language for Training-Free Compositional Image Retrieval ICLR 2024 Vision-Language Model Fine-Tuning via Simple Parameter-Efficient Modification EMNLP 2024 Vision-Language Models are Zero-Shot Reward Models for Reinforcement Learning ICLR 2024 VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization NAACL 2024 Visual Attention Prompted Prediction and Learning IJCAI 2024 Visual In-Context Learning for Large Vision-Language Models ACL 2024 Visual Language – Let the Product Say What You Want AAAI 2024 Visual Narratives: Large-Scale Hierarchical Classification of Art-Historical Images WACV 2024 Visual Programming for Zero-shot Open-Vocabulary 3D Visual Grounding CVPR 2024 Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach CVPR 2024 ViT-Lens: Towards Omni-modal Representations CVPR 2024 VLM2Scene: Self-Supervised Image-Text-LiDAR Learning with Foundation Models for Autonomous Driving Scene Understanding AAAI 2024 VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought NeurIPS 2024 VLMimic: Vision Language Models are Visual Imitation Learner for Fine-grained Actions NeurIPS 2024 VLUE: A New Benchmark and Multi-task Knowledge Transfer Learning for Vietnamese Natural Language Understanding NAACL 2024 Vocal Sandbox: Continual Learning and Adaptation for Situated Human-Robot Collaboration CoRL 2024 V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark NeurIPS 2024 VQ-TR: Vector Quantized Attention for Time Series Forecasting ICLR 2024 Wav2pos: Exploring syntactic analysis from audio for Highland Puebla Nahuatl NAACL 2024 Wav2SQL: Direct Generalizable Speech-To-SQL Parsing ACL 2024 WavLLM: Towards Robust and Adaptive Speech Large Language Model EMNLP 2024 Weak Distribution Detectors Lead to Stronger Generalizability of Vision-Language Prompt Tuning AAAI 2024 Weakly Supervised Few-Shot Object Detection with DETR AAAI 2024