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← Core Methods
Machine Learning
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Core Methods
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Representation Learning
18,863 papers
Papers per year
2000: 2
2001: 4
2002: 2
2003: 18
2004: 4
2005: 9
2006: 62
2007: 61
2008: 74
2009: 73
2010: 96
2011: 103
2012: 131
2013: 283
2014: 255
2015: 295
2016: 426
2017: 691
2018: 1066
2019: 1798
2020: 1830
2021: 2207
2022: 2109
2023: 2560
2024: 2177
2025: 1926
2026: 601
Papers
Implicit Neural-Representation Learning for Elastic Deformable-Object Manipulations
RSS 2025
Particle-Grid Neural Dynamics for Learning Deformable Object Models from RGB-D Videos
RSS 2025
Bilevel Learning for Bilevel Planning
RSS 2025
Unified Video Action Model
RSS 2025
Human2LocoMan: Learning Versatile Quadrupedal Manipulation with Human Pretraining
RSS 2025
Neural Inertial Odometry from Lie Events
RSS 2025
Manual2Skill: Learning to Read Manuals and Acquire Robotic Skills for Furniture Assembly Using Vision-Language Models
RSS 2025
Bridging Perception and Action: Spatially-Grounded Mid-Level Representations for Robot Generalization
RSS 2025
ChuenSumi at SemEval-2025 Task 1: Sentence Transformer Models and Processing Idiomacity
SEMEVAL 2025
NCL-AR at SemEval-2025 Task 7: A Sieve Filtering Approach to Refute the Misinformation within Harmful Social Media Posts
SEMEVAL 2025
nlptuducd at SemEval-2025 Task 10: Narrative Classification as a Retrieval Task through Story Embeddings
SEMEVAL 2025
CSECU-DSG at SemEval-2025 Task 6: Exploiting Multilingual Feature Fusion-based Approach for Corporate Promise Verification
SEMEVAL 2025
YNU-HPCC at SemEval-2025 Task 1: Enhancing Multimodal Idiomaticity Representation via LoRA and Hybrid Loss Optimization
SEMEVAL 2025
JU_NLP at SemEval-2025 Task 7: Leveraging Transformer-Based Models for Multilingual & Crosslingual Fact-Checked Claim Retrieval
SEMEVAL 2025
PromotionGo at SemEval-2025 Task 11: A Feature-Centric Framework for Cross-Lingual Multi-Emotion Detection in Short Texts
SEMEVAL 2025
silp_nlp at SemEval-2025 Task 5: Subject Recommendation With Sentence Transformer
SEMEVAL 2025
PivotAlign: Improve Semi-Supervised Learning by Learning Intra-Class Heterogeneity and Aligning with Pivots
WACV 2025
PGRID: Power Grid Reconstruction in Informal Developments using High-Resolution Aerial Imagery
WACV 2025
Neural SDF for Shadow-Aware Unsupervised Structured Light
WACV 2025
Socially-Informed Reconstruction for Pedestrian Trajectory Forecasting
WACV 2025
TreeFormer: Single-View Plant Skeleton Estimation via Tree-Constrained Graph Generation
WACV 2025
TRUST: Time-Domain Residual Unsupervised Stability Technique for Improved Heart Rate Estimation
WACV 2025
Attention-Guided Masked Autoencoders for Learning Image Representations
WACV 2025
FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding
WACV 2025
Fine-Grained Spatial and Verbal Losses for 3D Visual Grounding
WACV 2025
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