…API budget reasonable during the training phase? I made a podcast on it with ResearchPod, it makes it easy to get the key concepts on the go: https://researchpod.app/episode/70184a66…
…Research Artifacts (2026) Extending AI for Research to the Humanities: A Multi-Agent Framework for Evidence-Grounded Scholarship (2026) TimeSage-MT: A Multi-Turn Benchmark for Evaluating Agentic Time Series Reasoning (2026…
…2) A structured training pipeline that formulates configuration research as a long-horizon Markov Decision Process and accordingly incentivizes cross-fidelity extrapolation reasoning. Extensive evaluation against diverse strong baselines on held-out…
…Can We Trust LLM Judges for Evidence-based Research Agents? (2026) TimeSage-MT: A Multi-Turn Benchmark for Evaluating Agentic Time Series Reasoning (2026) ProofAgent Harness: Open Infrastructure for Adversarial Evaluation of…
…s own reasoning capabilities or potential biases? I made a podcast on it with ResearchPod, it makes it easy to get the key concepts on the go: https://researchpod.app/episode/7b0de5ca…
…From Predictive Temporal Perception to Evidence-Driven Reasoning for Video Temporal Grounding (2026) DenseStep2M: A Scalable, Training-Free Pipeline for Dense Instructional Video Annotation (2026) DocSeeker: Structured Visual Reasoning with Evidence Grounding…
…Boosting Dense-Scene Reasoning in Lightweight Vision Language Models (2026) From Recognition to Reasoning: Benchmarking and Enhancing MLLMs on Real-World Receipt Document Understanding (2026) ChemVLR: Prioritizing Reasoning in Perception for Chemical…
…A Controllable and Interactive Simulation Framework for Vision Research Published on May 12 Submitted by Wufei Ma on May 13 Johns Hopkins University Authors: , , , , , Abstract A simulation framework called LychSim is introduced…
…A Unified, Large-Scale Benchmark for Multimodal Aerial Scene Reasoning and Generation (2026) Vision-and-Language Navigation for UAVs: Progress, Challenges, and a Research Roadmap (2026) QuadAgent: A Responsive Agent System for…
…Adaptive Reasoning-Driven Multimodal Framework with Dynamic Frame Augmentation for Complex Video Understanding (2026) VISD: Enhancing Video Reasoning via Structured Self-Distillation (2026) Teaching the Way, Not the Answer: Privileged Tutoring Distillation…