Deep Learning

Narrative Team at SemEval-2026 Task 5: Rating Plausibility of Word Senses in Ambiguous Sentences through Narrative Understanding SemEval 2026 NarSiL at SemEval-2026 Task 4: A Multi-Expert, Multi-Pathway System for Narrative Story Similarity SemEval 2026 NaTex: Seamless Texture Generation as Latent Color Diffusion CVPR 2026 Native and Compact Structured Latents for 3D Generation CVPR 2026 Native Hybrid Attention for Efficient Sequence Modeling ACL 2026 Nature-Inspired Population-Based Evolution of Large Language Models ACL 2026 NaVLA$^2$: A Vision-Language-Audio-Action Model for Multimodal Instruction Navigation AAAI 2026 NavMapFusion: Diffusion-based Fusion of Navigation Maps for Online Vectorized HD Map Construction WACV 2026 nchellwig at SemEval-2026 Task 3: Self-Consistent Structured Generation (SCSG) for Dimensional Aspect-Based Sentiment Analysis using Large Language Models SemEval 2026 NCL&HKU-NarrSim at SemEval-2026 Task 4: Aspect-Based Agents and Supervised Contrastive Embeddings for Narrative Similarity SemEval 2026 NCL-UoR at SemEval-2026 Task 5: Embedding-Based Methods, Fine-Tuning, and LLMs for Word Sense Plausibility Rating SemEval 2026 NEAF: Natural Image Editing with Attention Fusion for Generalizable Test-time Optimization in Text-Guided Image Editing CVPR 2026 NeAR: Coupled Neural Asset-Renderer Stack CVPR 2026 NEC-Diff: Noise-Robust Event-RAW Complementary Diffusion for Seeing Motion in Extreme Darkness CVPR 2026 Negative-Aware Diffusion Process for Temporal Knowledge Graph Extrapolation EACL 2026 Negative Binomial Variational Autoencoders for Overdispersed Latent Modeling CVPR 2026 Negative Entity Suppression for Zero-Shot Captioning with Synthetic Images AAAI 2026 Neighbor-Aware Localized Concept Erasure in Text-to-Image Diffusion Models CVPR 2026 Neighbor GRPO: Contrastive ODE Policy Optimization Aligns Flow Models CVPR 2026 NeighborMAE: Exploiting Spatial Dependencies between Neighboring Earth Observation Images in Masked Autoencoders Pretraining CVPR 2026 NeoAMT: Neologism-Aware Agentic Machine Translation with Reinforcement Learning ACL 2026 NeoVerse: Enhancing 4D World Model with in-the-wild Monocular Videos CVPR 2026 NerVast: Compression-Efficient Scaling of Implicit Neural Video Representations via Scene-based Parameter-sharing WACV 2026 Nested Graph Pseudo-Label Refinement for Noisy Label Domain Adaptation Learning AAAI 2026 Nested Subspace Learning with Flags JMLR 2026