Weakly Supervised Learning

Spatiotemporal Transformers with Multiple Instance Learning for Label-Efficient Behavioral Analysis in Autism (Student Abstract) AAAI 2026 SSR: Semantic and Spatial Rectification for CLIP-based Weakly Supervised Segmentation AAAI 2026 Timestamp Query Transformer for Temporal Action Segmentation WACV 2026 Toward Gaze Target Detection of Young Autistic Children AAAI 2026 TubeRMC: Tube-conditioned Reconstruction with Mutual Constraints for Weakly-supervised Spatio-Temporal Video Grounding AAAI 2026 TWiST: Temporal Weakly-Supervised Triplets Recognition in Surgical Videos (Student Abstract) AAAI 2026 Uncertainty-Based Methods for Automated Process Reward Data Construction and Output Aggregation in Mathematical Reasoning AAAI 2026 Using Correspondence Patterns to Identify Irregular Words in Cognate Sets Through Leave-One-Out Validation EACL 2026 Weakly-supervised Argument Mining with Boundary Refinement and Relation Denoising EACL 2026 Weakly-Supervised Image Forgery Localization via Vision-Language Collaborative Reasoning Framework AAAI 2026 Weakly Supervised Named Entity Recognition for Historical Texts EACL 2026 When and How Often is Weighted Majority Vote Optimal Under Log Loss? UAI 2026 WSSSP-Net: Weakly Supervised Semantic Segmentation Plugin Network for Face Anti-Spoofing WACV 2026 X-MuTeST: A Multilingual Benchmark for Explainable Hate Speech Detection and a Novel LLM-Consulted Explanation Framework AAAI 2026 A Bit of This, a Bit of That: Building a Genre and Topic Annotated Dataset of Historical Newspaper Articles with Soft Labels and Confidence Scores NAACL 2025 Action-Agnostic Point-Level Supervision for Temporal Action Detection AAAI 2025 AD4CD: Causal-Guided Anomaly Detection for Enhancing Cognitive Diagnosis AAAI 2025 AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction AAAI 2025 Adapting Vehicle Detectors for Aerial Imagery to Unseen Domains with Weak Supervision ICCV 2025 Addressing Cold-Start Problem in Click-Through Rate Prediction via Supervised Diffusion Modeling AAAI 2025 Addressing Multi-Label Learning with Partial Labels: From Sample Selection to Label Selection AAAI 2025 A Disaggregated Dataset on English Offensiveness Containing Spans EMNLP 2025 AdParaphrase v2.0: Generating Attractive Ad Texts Using a Preference-Annotated Paraphrase Dataset ACL 2025 AI2TALE: An Innovative Information Theory-based Approach for Learning to Localize Phishing Attacks ICLR 2025 AI4Contracts: LLM & RAG-Powered Encoding of Financial Derivative Contracts IJCAI 2025