Techniques

PhysicsCorrect: A Training-Free Approach for Stable Neural PDE Simulations AAAI 2026 Physics-Informed Approach for Exploratory Hamilton–Jacobi–Bellman Equations via Policy Iterations AAAI 2026 PICT at SemEval-2026 Task 3: A Transformer-Based System for Dimensional Aspect-Aware Sentiment Regression with Weighted Layer Pooling SemEval 2026 PIMRL: Physics-Informed Multi-Scale Recurrent Learning for Burst-Sampled Spatiotemporal Dynamics AAAI 2026 PlantTraitNet: An Uncertainty-Aware Multimodal Framework for Global-Scale Plant Trait Inference from Citizen Science Data AAAI 2026 Practical Guidelines for Model Merging in LLMs Pre-Training ACL 2026 Precise Object and Effect Removal with Adaptive Target-Aware Attention CVPR 2026 Predicting Spatial Transcriptomics from Histology Images via High-Order Multi-Cell Interaction Modeling CVPR 2026 Probability Distribution Alignment and Low-Rank Weight Decomposition for Source-Free Domain Adaptive Brain Decoding AAAI 2026 Promptus: Can Prompt Streaming Replace Video Streaming AAAI 2026 PSA-MF: Personality-Sentiment Aligned Multi-Level Fusion for Multimodal Sentiment Analysis AAAI 2026 Q-ROAR: Outlier-Aware Rescaling for RoPE Position Interpolation in Quantized Long-Context LLMs (Student Abstract) AAAI 2026 QuadraNet V2: Efficient and Sustainable Training of High-Order Neural Networks with Quadratic Adaptation WACV 2026 QuantVSR: Low-Bit Post-Training Quantization for Real-World Video Super-Resolution AAAI 2026 QueryCraft: Transformer-Guided Query Initialization for Enhanced Human-Object Interaction Detection AAAI 2026 Random Wins All: Rethinking Grouping Strategies for Vision Tokens CVPR 2026 RAPID: Reusing Attention Sparsity with Inter-step Adaptation for Efficient Video Diffusion CVPR 2026 RB-LoRA: Rank-Balanced Aggregation for Low-Rank Adaptation with Federated Fine-Tuning EACL 2026 Reading As Humans: Unified Negation Detection via Cascade Linear Attention Network with Model-Agnostic Meta-Learning UAI 2026 READ: Real-time and Efficient Asynchronous Diffusion for Audio-driven Talking Head Generation AAAI 2026 REAL: REtrieval-reAsoning and Logic-constructed Attention Behaviors for Long-Context KV Cache Compression ACL 2026 ReCAD: Reinforcement Learning Enhanced Parametric CAD Model Generation with Vision-Language Models AAAI 2026 Reconstructing Realistic and Relightable Eyes WACV 2026 Rectification Reimagined: A Unified Mamba Model for Image Correction and Rectangling with Prompts AAAI 2026 ReDirector: Creating Any-Length Video Retakes with Rotary Camera Encoding CVPR 2026