Insights from the Algonauts 2025 Winners
arxiv.org·6d
🧠Large Language Models (LLMs)
HistoViT: Vision Transformer for Accurate and Scalable Histopathological Cancer Diagnosis
arxiv.org·3d
⚡Real-time AI Systems
Impacts of DEM Type and Resolution on Deep Learning-Based Flood Inundation Mapping
arxiv.org·6d
🧠Large Language Models (LLMs)
Leveraging the RETFound foundation model for optic disc segmentation in retinal images
arxiv.org·3d
🔢Quantization of LLMs
Temporally-Similar Structure-Aware Spatiotemporal Fusion of Satellite Images
arxiv.org·3d
🔢Quantization of LLMs
SynBrain: Enhancing Visual-to-fMRI Synthesis via Probabilistic Representation Learning
arxiv.org·6d
🔍Retrieval-augmented generation
SPHENIC: Topology-Informed Multi-View Clustering for Spatial Transcriptomics
arxiv.org·6d
🧠Large Language Models (LLMs)
Designing for Engaging Communication Between Parents and Young Adult Children Through Shared Music Experiences
arxiv.org·3d
🔍Retrieval-augmented generation
Improving watermelon (Citrullus lanatus) disease classification with generative artificial intelligence (GenAI)-based synthetic and real-field images via a cust...
arxiv.org·6d
📊AI Performance Profiling
Analysis of the Compaction Behavior of Textile Reinforcements in Low-Resolution In-Situ CT Scans via Machine-Learning and Descriptor-Based Methods
arxiv.org·3d
📊AI Performance Profiling
Grand Challenge: Mediating Between Confirmatory and Exploratory Research Cultures in Health Sciences and Visual Analytics
arxiv.org·3d
🔍Retrieval-augmented generation
Wild2Avatar: Rendering Humans Behind Occlusions
arxiv.org·3d
🔍Retrieval-augmented generation
STAMP: Multi-pattern Attention-aware Multiple Instance Learning for STAS Diagnosis in Multi-center Histopathology Images
arxiv.org·6d
🔍Retrieval-augmented generation
Unlocking Robust Semantic Segmentation Performance via Label-only Elastic Deformations against Implicit Label Noise
arxiv.org·6d
🔍Retrieval-augmented generation
Data-Driven Deepfake Image Detection Method -- The 2024 Global Deepfake Image Detection Challenge
arxiv.org·3d
📊AI Performance Profiling
CrossTrace: Efficient Cross-Thread and Cross-Service Span Correlation in Distributed Tracing for Microservices
arxiv.org·3d
📊AI Performance Profiling
Synthetic Data for Robust Stroke Segmentation
arxiv.org·3d
🔢Quantization of LLMs
Salty Seagull: A VSAT Honeynet to Follow the Bread Crumb of Attacks in Ship Networks
arxiv.org·3d
⚙️AI Infrastructure Automation
Physics-Informed Deep Contrast Source Inversion: A Unified Framework for Inverse Scattering Problems
arxiv.org·6d
🔢Quantization of LLMs
Med-GLIP: Advancing Medical Language-Image Pre-training with Large-scale Grounded Dataset
arxiv.org·6d
🧠Large Language Models (LLMs)