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DEER: Disentangled Mixture of Experts with Instance-Adaptive Routing for Generalizable Machine-Generated Text Detection
arXiv:2511.01192v1 Announce Type: new Abstract: Detecting machine-generated text (MGT) has emerged as a critical challenge...
DEER: A Benchmark for Evaluating Deep Research Agents on Expert Report Generation
arXiv:2512.17776v2 Announce Type: replace Abstract: As large language models advance, deep research systems capable of...
DeepSeek Researchers Apply a 1967 Matrix Normalization Algorithm to Fix Instability in Hyper Connections
DeepSeek researchers are trying to solve a precise issue in large language model training. Residual...
DeepSeek R1-0528 arrives in powerful open source challenge to OpenAI o3 and Google Gemini 2.5 Pro
Additionally, the model’s hallucination rate has been reduced, contributing to more reliable and consistent output.Read...
DeepSeek AI Researchers Introduce Engram: A Conditional Memory Axis For Sparse LLMs
Transformers use attention and Mixture-of-Experts to scale computation, but they still lack a native way...
DeepSeek AI Releases DeepSeek-OCR 2 with Causal Visual Flow Encoder for Layout Aware Document Understanding
DeepSeek AI released DeepSeek-OCR 2, an open source document OCR and understanding system that restructures...
DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents
arXiv:2506.11763v1 Announce Type: new Abstract: Deep Research Agents are a prominent category of LLM-based agents...
DeepReinforce Team Introduces CUDA-L1: An Automated Reinforcement Learning (RL) Framework for CUDA Optimization Unlocking 3x More Power from GPUs
Estimated reading time: 6 minutes Table of contents The Breakthrough: Contrastive Reinforcement Learning (Contrastive-RL) How...
Deepfake Word Detection by Next-token Prediction using Fine-tuned Whisper
arXiv:2602.22658v1 Announce Type: cross Abstract: Deepfake speech utterances can be forged by replacing one or...
DeepAgent: A General Reasoning Agent with Scalable Toolsets
arXiv:2510.21618v2 Announce Type: replace-cross Abstract: Large reasoning models have demonstrated strong problem-solving abilities, yet real-world...
Deep Learning-Based Digitization of Overlapping ECG Images with Open-Source Python Code
arXiv:2506.10617v1 Announce Type: cross Abstract: This paper addresses the persistent challenge of accurately digitizing paper-based...
Decoding Predictive Inference in Visual Language Processing via Spatiotemporal Neural Coherence
arXiv:2512.20929v1 Announce Type: cross Abstract: Human language processing relies on the brain’s capacity for predictive...
