Paper page - DiffRetriever: Parallel Representative Tokens for Retrieval with Diffusion Language Models
… Their K=1 vs K 1 ordering inverts — the gain tracks decoding strategy, not backbone. …
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Paper page - Prescriptive Scaling Laws for Data Constrained Training
…Finally, because our one-parameter form isolates overfitting in a single coefficient, it enables direct comparison across training configurations. As a case study, we show that strong weight decay (λ=1.0…
Paper page - Audio-Visual Intelligence in Large Foundation Models
…However, despite rapid progress, the literature remains fragmented, spanning diverse tasks, inconsistent taxonomies, and heterogeneous evaluation practices that impede systematic comparison and knowledge integration. This survey provides the first comprehensive review of…
Paper page - SymptomAI: Towards a Conversational AI Agent for Everyday Symptom Assessment
…SymptomAI DDx were significantly more accurate (OR = 2.47, p < 0.001) than those from independent clinicians given the same dialogue in a blinded randomized comparison. Moreover, agentic strategies which conduct a…
Open-source DeepResearch – Freeing our search agents
…I attempted a side by side comparison between your tool and the for pay Gemini Advanced 1.5 Pro with Deep Research for a particularly interesting and challenging task, but it is…