Building LLM Agent Systems the Deep Learning Way: From Modular Design to Architecture Search
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New papers, breakthroughs and academic AI research
Multi-Crop Leaf Disease Recognition: A Unified Benchmark and Cross-Region Study
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IREA: Intermediate Representation-based Embedding Alignment for Normative RAG
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TrajLong: Co-Designing Agentic and Long-Context Supervision for Mid-Training
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EgoExo-Next:Benchmarking Vision-Language Models on Visual-Option Next-State and Cross-View Reasoning
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FASTER: Fast Adjoint Stochastic Transport for Endpoint Refinement in Reward-Guided Image Editing
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EagleDepth: Efficient Fine-Grained Depth Estimation via Pixel Diffusion Decoder
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What to Preserve in Recursive Computation: A Local Predictive Sufficiency Principle
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Strong Helps Weak: Directional Cross-Modal Alignment Transfer in Multi-modal LLMs
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Efficient Neural Surrogates for Linear Radiation Transport on the Lattice and Hohlraum benchmarks
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RPFQ-ViT: Rotated Phase-Frame Quantization for Extremely Low-Bit Weights in Vision Transformers
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When LLMs Sit Above Diagnostic Tools: Unrealized Complementarity in Industrial Fault Diagnosis
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