Deep learning
Branch of machine learning
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📌 Topics
- Artificial Intelligence (21)
- Machine Learning (11)
- Computer Vision (5)
- Data Science (3)
- Technology (2)
- Medical Technology (2)
- Sleep Medicine (1)
- Digital Health (1)
- Wireless Technology (1)
- Healthcare (1)
- Cybersecurity (1)
- Deep Learning (1)
🏷️ Keywords
Deep Learning (18) · arXiv (11) · Neural Networks (4) · Vision-Language Models (3) · Deep learning (3) · Medical Imaging (2) · MLP (2) · Vision Transformer (2) · SleepMaMi (1) · Foundation Model (1) · Polysomnography (1) · Sleep Macro-structure (1) · Clinical Diagnostics (1) · PSG Analysis (1) · CoTZero (1) · Chain-of-Thought (1) · Synthetic Data (1) · Visual Reasoning (1) · Wi-Fi Sensing (1) · Human Activity Recognition (1)
📖 Key Information
📰 Related News (21)
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🇺🇸 SleepMaMi: A Universal Sleep Foundation Model for Integrating Macro- and Micro-structures
arXiv:2602.07628v1 Announce Type: new Abstract: While the shift toward unified foundation models has revolutionized many deep learning domains, sleep...
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🇺🇸 CoTZero: Annotation-Free Human-Like Vision Reasoning via Hierarchical Synthetic CoT
arXiv:2602.08339v1 Announce Type: new Abstract: Recent advances in vision-language models (VLMs) have markedly improved image-text alignment, yet the...
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🇺🇸 Hybrid Deep Learning Framework for CSI-Based Activity Recognition in Bandwidth-Constrained Wi-Fi Sensing
arXiv:2602.06983v1 Announce Type: cross Abstract: This paper presents a novel hybrid deep learning framework designed to enhance the robustness of CS...
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🇺🇸 XAI-CLIP: ROI-Guided Perturbation Framework for Explainable Medical Image Segmentation in Multimodal Vision-Language Models
arXiv:2602.07017v1 Announce Type: cross Abstract: Medical image segmentation is a critical component of clinical workflows, enabling accurate diagnos...
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🇺🇸 A Comparative Study of Adversarial Robustness in CNN and CNN-ANFIS Architectures
arXiv:2602.07028v1 Announce Type: cross Abstract: Convolutional Neural Networks (CNNs) achieve strong image classification performance but lack inter...
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🇺🇸 PipeMFL-240K: A Large-scale Dataset and Benchmark for Object Detection in Pipeline Magnetic Flux Leakage Imaging
arXiv:2602.07044v1 Announce Type: cross Abstract: Pipeline integrity is critical to industrial safety and environmental protection, with Magnetic Flu...
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🇺🇸 MTS-CSNet: Multiscale Tensor Factorization for Deep Compressive Sensing on RGB Images
arXiv:2602.07056v1 Announce Type: cross Abstract: Deep learning based compressive sensing (CS) methods typically learn sampling operators using convo...
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🇺🇸 MRI Cross-Modal Synthesis: A Comparative Study of Generative Models for T1-to-T2 Reconstruction
arXiv:2602.07068v1 Announce Type: cross Abstract: MRI cross-modal synthesis involves generating images from one acquisition protocol using another, o...
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🇺🇸 Free Energy Mixer
arXiv:2602.07160v1 Announce Type: cross Abstract: Standard attention stores keys/values losslessly but reads them via a per-head convex average, bloc...
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🇺🇸 Mimetic Initialization of MLPs
arXiv:2602.07156v1 Announce Type: cross Abstract: Mimetic initialization uses pretrained models as case studies of good initialization, using observa...
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🇺🇸 EUGens: Efficient, Unified, and General Dense Layers
arXiv:2410.09771v2 Announce Type: cross Abstract: Efficient neural networks are essential for scaling machine learning models to real-time applicatio...
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🇺🇸 Analyzing Diffusion and Autoregressive Vision Language Models in Multimodal Embedding Space
arXiv:2602.06056v1 Announce Type: cross Abstract: Embedding models are a fundamental component of modern AI systems such as semantic search and retri...
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🇺🇸 Accelerating Vision Transformers on Brain Processing Unit
arXiv:2602.06300v1 Announce Type: cross Abstract: With the advancement of deep learning technologies, specialized neural processing hardware such as ...
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🇺🇸 Revisiting the Shape Convention of Transformer Language Models
arXiv:2602.06471v1 Announce Type: cross Abstract: Dense Transformer language models have largely adhered to one consistent architectural shape: each ...
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🇺🇸 Efficient-LVSM: Faster, Cheaper, and Better Large View Synthesis Model via Decoupled Co-Refinement Attention
arXiv:2602.06478v1 Announce Type: cross Abstract: Feedforward models for novel view synthesis (NVS) have recently advanced by transformer-based metho...
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🇺🇸 Transformer-based Parameter Fitting of Models derived from Bloch-McConnell Equations for CEST MRI Analysis
arXiv:2602.06574v1 Announce Type: cross Abstract: Chemical exchange saturation transfer (CEST) MRI is a non-invasive imaging modality for detecting m...
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🇺🇸 SPARC: Separating Perception And Reasoning Circuits for Test-time Scaling of VLMs
arXiv:2602.06566v1 Announce Type: cross Abstract: Despite recent successes, test-time scaling - i.e., dynamically expanding the token budget during i...
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🇺🇸 Pairwise is Not Enough: Hypergraph Neural Networks for Multi-Agent Pathfinding
arXiv:2602.06733v1 Announce Type: cross Abstract: Multi-Agent Path Finding (MAPF) is a representative multi-agent coordination problem, where multipl...
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🇺🇸 Intrinsic Stability Limits of Autoregressive Reasoning: Structural Consequences for Long-Horizon Execution
arXiv:2602.06413v1 Announce Type: new Abstract: Large language models (LLMs) demonstrate remarkable reasoning capabilities, yet their performance oft...
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🇺🇸 CAViT -- Channel-Aware Vision Transformer for Dynamic Feature Fusion
arXiv:2602.05598v1 Announce Type: cross Abstract: Vision Transformers (ViTs) have demonstrated strong performance across a range of computer vision t...
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🇺🇸 TimelyFreeze: Adaptive Parameter Freezing Mechanism for Pipeline Parallelism
arXiv:2602.05754v1 Announce Type: cross Abstract: Pipeline parallelism enables training models that exceed single-device memory, but practical throug...
🔗 Entity Intersection Graph
People and organizations frequently mentioned alongside Deep learning:
- 🌐 Neural network (4 shared articles)
- 🌐 Medical imaging (2 shared articles)
- 🌐 MLP (2 shared articles)
- 🌐 CSI (1 shared articles)
- 🌐 Generative adversarial network (1 shared articles)
- 🌐 Pipeline (computing) (1 shared articles)
- 🌐 Magnetic flux leakage (1 shared articles)
- 🌐 Computer vision (1 shared articles)
- 🌐 Hardware acceleration (1 shared articles)
- 🌐 Diagnosis (1 shared articles)