Skip to content
conftrace_

Learning Types

32,670 papers (1 classified directly here)

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

Representation Learning (5,307) Multimodal Learning (3,969) Self-Supervised Learning (3,492) Transfer Learning (2,890) Adversarial Learning (2,199) Deep Learning (1,883) Contrastive Learning (1,730) Reinforcement Learning (1,500) Knowledge Distillation (1,494) Fine-Tuning (1,117) Multi-Task Learning (1,069) Domain Adaptation (977) Zero-Shot Learning (758) Unsupervised Learning (734) Few-Shot Learning (694) Classification (621) Retrieval-Augmented Generation (606) Data Augmentation (583) Semi-Supervised Learning (450) Weakly Supervised Learning (429) Continual Learning (408) In-Context Learning (387) Sequence Modeling (375) Meta-Learning (252) Metric Learning (232) Ensemble Learning (223) Federated Learning (215) Multi-Lingual Learning (199) Robustness (197) Parameter-Efficient Fine-Tuning (190) Imitation Learning (180) Prompt Engineering (170) Chain-of-Thought Reasoning (153) Curriculum Learning (146) Synthetic Data Generation (143) Reinforcement Learning from Human Feedback (141) Multi-Label Classification (123) Regression (117) Generative Model (109) Semantic Segmentation (106) Domain Generalization (105) Uncertainty Quantification (98) Controllable Generation (93) Text Generation (86) Neural Architecture Search (80) Object Detection (80) Image Generation (79) Multi-Agent Systems (76) Feature Learning (74) Preference Learning (73) Machine Translation (71) Out-of-Distribution Detection (68) Machine Unlearning (63) Generation (61) Reasoning (54) Multi-View Learning (53) Time Series (52) Instruction Tuning (50) Distributed Learning (50) Image Restoration (49) Chain-of-Thought (48) Active Learning (47) Text Classification (43) Distribution Shift (43) Structured Prediction (42) Clustering (41) Image Classification (40) Model Merging (37) Sparse Learning (36) Sequence Labeling (36) Multi-Instance Learning (35) Anomaly Detection (33) Image Processing (33) Code Generation (31) Fairness (30) Robust Learning (28) Multi-Domain Learning (27) Supervised Learning (26) Model-Based RL (25) Natural Language Generation (24) Privacy (21) Multi-Objective Optimization (19) Multi-Scale Learning (19) Neural Machine Translation (18) Causal Inference (14) Instance Segmentation (9) Interactive Learning (9) Multi-Label Learning (9) Multi-Source Learning (9) Multi-Class Classification (8)

Papers per year

38
179
3,018
5,737
'10
'15
'20
'25

Papers (including subtopics)

$L^{2}DGS$: Low-Light Dynamic Gaussian Splatting CVPR 2026 $\oslash$ Source Models Leak What They Shouldn't $\nrightarrow$: Unlearning Zero-Shot Transfer in Domain Adaptation Through Adversarial Optimization CVPR 2026 φ-DPO: Fairness Direct Preference Optimization Approach to Continual Learning in Large Multimodal Models CVPR 2026 2ndMatch: Finetuning Pruned Diffusion Models via Second-Order Jacobian Matching CVPR 2026 3D-Aware Implicit Motion Control for View-Adaptive Human Video Generation CVPR 2026 3D-Aware Multi-Task Learning with Cross-View Correlations for Dense Scene Understanding CVPR 2026 3M-TI: High-Quality Mobile Thermal Imaging via Calibration-free Multi-Camera Cross-Modal Diffusion CVPR 2026 4D Local Modeling Toward Dynamic Global Perception for Ambiguity-free Rotation-Invariant Point Cloud Analysis CVPR 2026 4D-RGPT: Toward Region-level 4D Understanding via Perceptual Distillation CVPR 2026 A3: Towards Advertising Aesthetic Assessment CVPR 2026 A-ADAPT: Adaptive Intracranial Artery Segmentation with Morphology-Guided Prompts and Difficulty-Aware Learning MIDL 2026 ABARUAH at SemEval-2026 Task 1: Leveraging High-Resolution VLMs and Reasoning LLMs for Multimodal Humor Generation SemEval 2026 Abstract 3D Perception for Spatial Intelligence in Vision-Language Models CVPR 2026 AbstractReasoner at SemEval-2026 Task 11: Reducing Content Effects via Knowledge Distillation and Structured Reasoning Prompts SemEval 2026 A Causal Marriage between VLM and IRM from Understanding to Reasoning CVPR 2026 Accelerating Diffusion Model Training under Minimal Budgets: A Condensation-Based Perspective CVPR 2026 ACE-Merging: Data-Free Model Merging with Adaptive Covariance Estimation CVPR 2026 AceTone: Bridging Words and Colors for Conditional Image Grading CVPR 2026 ACoT-VLA: Action Chain-of-Thought for Vision-Language-Action Models CVPR 2026 ACPV-Net: All-Class Polygonal Vectorization for Seamless Vector Map Generation from Aerial Imagery CVPR 2026 A Cross-view Fusion Framework for Robust 6-DoF Grasp Pose Estimation CVPR 2026 Act2See: Emergent Active Visual Perception for Video Reasoning CVPR 2026 Act as you think: Reinforcing Consistent Reasoning in Medical Visual Question Answering ACL 2026 Action-Geometry Prediction with 3D Geometric Prior for Bimanual Manipulation CVPR 2026 Action Motifs: Self-Supervised Hierarchical Representation of Human Body Movements CVPR 2026