Deep Learning

Table-R1: Inference-Time Scaling for Table Reasoning Tasks EMNLP 2025 Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data ACL 2025 TabM: Advancing tabular deep learning with parameter-efficient ensembling ICLR 2025 TabNAT: A Continuous-Discrete Joint Generative Framework for Tabular Data ICML 2025 TabSDS: a Lightweight, Fully Non-Parametric, and Model Free Approach for Generating Synthetic Tabular Data ICML 2025 TAB: Transformer Attention Bottlenecks enable User Intervention and Debugging in Vision-Language Models ICCV 2025 TabWak: A Watermark for Tabular Diffusion Models ICLR 2025 Tackling Data Corruption in Offline Reinforcement Learning via Sequence Modeling ICLR 2025 Tackling Dimensional Collapse toward Comprehensive Universal Domain Adaptation ICML 2025 Tackling Intertwined Data and Device Heterogeneities in Federated Learning with Unlimited Staleness AAAI 2025 Tackling Long-Tailed Data Challenges in Spiking Neural Networks via Heterogeneous Knowledge Distillation IJCAI 2025 Tackling Low-Resource NMT with Instruction-Tuned LLaMA: A Study on Kokborok and Bodo EMNLP 2025 TaCL-CoMoE: Task-adaptive Contrastive Learning with Cooperative Mixture of Experts for Multi-task Social Media Analysis IJCNLP 2025 TACO: Enhancing Multimodal In-context Learning via Task Mapping-Guided Sequence Configuration EMNLP 2025 TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning ACL 2025 TACO: Taming Diffusion for in-the-wild Video Amodal Completion ICCV 2025 Tactile Beyond Pixels: Multisensory Touch Representations for Robot Manipulation CoRL 2025 TADA: Training-free Attribution and Out-of-Domain Detection of Audio Deepfakes Interspeech 2025 TaDA: Training-free recipe for Decoding with Adaptive KV Cache Compression and Mean-centering ACL 2025 TAEGAN: Revisit GANs for Tabular Data Generation ACML 2025 TAGA: Self-supervised Learning for Template-free Animatable Gaussian Articulated Model CVPR 2025 Tag-First: Mitigating Distributional Bias in Synthetic User Profiles through Controlled Attribute Generation ACL 2025 Tagging-Augmented Generation: Assisting Language Models in Finding Intricate Knowledge In Long Contexts EMNLP 2025 TagRouter: Learning Route to LLMs through Tags for Open-Domain Text Generation Tasks ACL 2025 TAG-WM: Tamper-Aware Generative Image Watermarking via Diffusion Inversion Sensitivity ICCV 2025