…Poria on Jun 3 Deep Cognition and Language Research (DeCLaRe) Lab Authors: Tej Deep Pala , , Abstract Gradient-Reweighted Advantage (GRAIL) improves mathematical reasoning in LLMs by reweighting token-wise advantages based on…
…Unlocking Efficient Deep Research Agents via Verification-Centric Design (2026) DR-Venus: Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data (2026) SynPlanResearch-R1: Encouraging Tool Exploration for Deep…
…taesiri on Jun 5 Xiaomi Research Authors: , , , , , , , , , , , , Abstract Discrete-WAM introduces a unified discrete latent vision-action world policy that enables compositional causal reasoning and counterfactual reasoning in autonomous driving through aligned…
…Generated by Qwen/Qwen2.5-Coder-32B-Instruct Efficient and scalable agentic intelligence requires models that can deliver both low-latency responses and strong reasoning capabilities while remaining practical to train, serve…
…I am curious, given the 96.5% acceptance rate, what were the most common reasons for the 3.5% of extractions that clinicians rejected? I made a podcast on it with ResearchPod…
…Researchers introduce WebEye, a benchmark for object localization requiring external knowledge resolution, and Pixel-Searcher, an agent-based approach that connects hidden target identities to visual annotations through search and reasoning. AI…
…tasks that require complex spatial reasoning and navigation. Yet, in machine learning, this inherently visual problem is often tackled through a verbal-centric lens. While recent research demonstrates the promise of fully…
…State-Adaptive Memory for Long-Horizon Reasoning Agent (2026) Argus: Evidence Assembly for Scalable Deep Research Agents (2026) Agentic Aggregation for Parallel Scaling of Long-Horizon Agentic Tasks (2026) AgentPSO: Evolving Agent…
…Does this approach significantly slow down inference compared to the baselines? I made a podcast on it with ResearchPod, it makes it easy to get the key concepts on the go: https…
…I'm curious, how does the Branching Score perform in scenarios where the task requires long-range reasoning versus quick tool interaction? I made a podcast on it with ResearchPod, it makes…