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Neural Architecture
🧠 Neural Architecture
Transformers, CNNs, Model Design, Deep Learning
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A
Mechanistic
Analysis of Adversarial Fine-tuning of
Vision
Transformers
👁️
Computer Vision
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for A Mechanistic Analysis of Adversarial Fine-tuning of Vision Transformers
Inside the Visual Mind: Neuroscience-Motivated Concept Circuits for Interpreting and Steering
Vision
Transformers
👁️
Computer Vision
Content type:
Academic
arxiv.org
·
3d
3 days ago
Actions for Inside the Visual Mind: Neuroscience-Motivated Concept Circuits for Interpreting and Steering Vision Transformers
Adapting Prithvi-EO for Fallow Detection for Food-Water Nexus:
ViT-Adapter
Necks and Parameter-Efficient Backbone tuning of Geospatial Foundation
Model
👁️
Computer Vision
Content type:
Academic
arxiv.org
·
12h
12 hours ago
Actions for Adapting Prithvi-EO for Fallow Detection for Food-Water Nexus: ViT-Adapter Necks and Parameter-Efficient Backbone tuning of Geospatial Foundation Model
Self-Supervised
Vision
Transformers
for CBCT-Based Detection of Temporomandibular Joint Osteoarthritis
👁️
Computer Vision
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Self-Supervised Vision Transformers for CBCT-Based Detection of Temporomandibular Joint Osteoarthritis
LASA: A Weak Supervision Method for Open-Vocabulary Scene Sketch Semantic Segmentation
👁️
Computer Vision
Content type:
Academic
arxiv.org
·
12h
12 hours ago
Actions for LASA: A Weak Supervision Method for Open-Vocabulary Scene Sketch Semantic Segmentation
Forward-Only
Convolutional
Neural
Networks
with Learnable Channel-Class Assignment
📱
Edge AI
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Forward-Only Convolutional Neural Networks with Learnable Channel-Class Assignment
SENTRY: Statistical Reliability Analysis of
Vision
Transformers
Under Soft Errors
👁️
Computer Vision
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for SENTRY: Statistical Reliability Analysis of Vision Transformers Under Soft Errors
Textual Supervision Enhances Geospatial Representations in
Vision-Language
Models
📊
Embeddings
Content type:
Academic
arxiv.org
·
3d
3 days ago
Actions for Textual Supervision Enhances Geospatial Representations in Vision-Language Models
CRUMB: Efficient Prior Fitted
Network
Inference via Distributionally Matched Context Batching
💬
NLP
Content type:
Academic
arxiv.org
·
12h
12 hours ago
Actions for CRUMB: Efficient Prior Fitted Network Inference via Distributionally Matched Context Batching
Page image classifier fine-tuned on century-spanning archives of scanned documents for further content-specific processing
📊
Embeddings
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Page image classifier fine-tuned on century-spanning archives of scanned documents for further content-specific processing
AMN: An Adaptive Multi-Scale Fusion
Network
with Boundary and Uncertainty
Modeling
for Nuclei Segmentation
👁️
Computer Vision
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for AMN: An Adaptive Multi-Scale Fusion Network with Boundary and Uncertainty Modeling for Nuclei Segmentation
RAPID:
Layer-Wise
Redundancy-Aware Pruning and Importance-Driven Token Merging for Efficient
ViT
👁️
Computer Vision
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for RAPID: Layer-Wise Redundancy-Aware Pruning and Importance-Driven Token Merging for Efficient ViT
LLM-Guided
Neural
Architecture
Search for Robust
Co-Design
of Physical
Neural
Networks
📱
Edge AI
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for LLM-Guided Neural Architecture Search for Robust Co-Design of Physical Neural Networks
Optimizing 2D Input Representations and Sub-phase Fusion Strategies for Differential Diagnosis of Asthma and COPD Using
CNN
- and GRU-Based
Networks
💬
NLP
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Optimizing 2D Input Representations and Sub-phase Fusion Strategies for Differential Diagnosis of Asthma and COPD Using CNN- and GRU-Based Networks
Attention
at the Theoretical Minimum: A Mathematics of Arrays Framework for Memory-Optimal
Transformer
Kernels
💬
NLP
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Attention at the Theoretical Minimum: A Mathematics of Arrays Framework for Memory-Optimal Transformer Kernels
Beyond Humans: Multispecies Animal Face Recognition Using
Transfer
Learning
👁️
Computer Vision
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Beyond Humans: Multispecies Animal Face Recognition Using Transfer Learning
PolyBuild: An End-to-End Method for Polygonal Building Contour Extraction from High-Resolution Remote Sensing Images
👁️
Computer Vision
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for PolyBuild: An End-to-End Method for Polygonal Building Contour Extraction from High-Resolution Remote Sensing Images
AQIFormer: A
Transformer-Based
Multi-View
Architecture
for Cross-City Air Quality Classification
👁️
Computer Vision
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for AQIFormer: A Transformer-Based Multi-View Architecture for Cross-City Air Quality Classification
Muon
Learns
More Robust and Transferable Features than Adam
📱
Edge AI
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Muon Learns More Robust and Transferable Features than Adam
SlideCheck: Guiding Self-Supervised Pretraining of Pathology Foundation
Models
via Dataset Distributions
🧠
AI
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for SlideCheck: Guiding Self-Supervised Pretraining of Pathology Foundation Models via Dataset Distributions
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