…the agent's capacity for open-ended spatial reasoning . Existing spatial agents either employ single-pass code execution , which commits to a full analysis strategy before any intermediate result is observed, or…
…regulation, coping, self-endorsed decisions, and social connection across the interaction lifecycle. We propose capability-sustaining emotional dialogue ( CSED ) as a longitudinal research paradigm that aligns supportive strategy with this goal and…
…A Unified Discrete Audio Tokenizer via Semantic-Acoustic Entanglement (2026) Omni-Customizer: End-to-End MultiModal Customization for Joint Audio-Video Generation (2026) Please give a thumbs up to this comment if…
…We deployed SymptomAI, a set of conversational AI agents for end-to-end patient interviewing and differential diagnosis (DDx), via the Fitbit app in a study that randomized participants (N=13,917…
…To this end, we propose UniPrefill, a prefill acceleration framework applicable to virtually any model architecture, which directly accelerates the model's computation at the token level. We further implement UniPrefill as…
…Latent World Action Modeling for End-to-End Autonomous Driving (2026) Reconstruction Matters: Learning Geometry-Aligned BEV Representation through 3D Gaussian Splatting (2026) OccDirector: Language-Guided Behavior and Interaction Generation in 4D…
…Because the boundaries are ordinary discrete tokens, the GRPO policy ratio is well-defined at every decision point. The same anchors also expose the latent steps to direct probing and causal intervention…
…Experiments on E-VQA and InfoSeek show consistent gains over strong RAG and agent baselines, and improved retrieval and end-to-end accuracy. The code is available at https://github.com/DingWu1021…
…Ultimately, our framework delivers up to a 5.83times end-to-end deployment speedup without compromising task success rates. View arXiv page View PDF Project page GitHub 2 Add to collection Community…
…On question-answering benchmarks, INTRA outperforms strong engineered retrieval pipelines on both evidence recall and end-to-end answer quality . Our results demonstrate that attention-based models already possess a retrieval mechanism…