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Deep_In_Depth

@deep-in-depth.bsky.social

509 followers 511 following 1.9K posts

Just moved away from "Previously Twitter". It was about time! #DeepLearning #MachineLearning #AI #LLM #ComputerVision #NLP #NeuralNetwork curated News feed. So dip into the Detphs ! Run by: www.linkedin.com/in/eric-feuilleaub…

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Deep_In_Depth @deep-in-depth.bsky.social · 30/03/2025

Scaling Vision Pre-Training to 4K Resolution #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2503.19...

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Deep_In_Depth @deep-in-depth.bsky.social · 30/03/2025

Self-Organizing Graph Reasoning Evolves into a Critical State for Continuous Discovery Through Structural–Semantic Dynamics #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2503.18...

Deep_In_Depth @deep-in-depth.bsky.social · 29/03/2025

OpenSlot: Mixed Open-Set Recognition with Object-Centric Learning #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2407.02...

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Deep_In_Depth @deep-in-depth.bsky.social · 29/03/2025

Chain of Agents: Large language models collaborating on long-context tasks #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM research.google/blog/chain-o...

Deep_In_Depth @deep-in-depth.bsky.social · 28/03/2025

SlowFast-LLaVA-1.5: A Family of Token-Efficient Video Large Language Models for Long-Form Video Understanding #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2503.18...

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Deep_In_Depth @deep-in-depth.bsky.social · 28/03/2025

MLLM-SUL: Multimodal Large Language Model for Semantic Scene Understanding and Localization in Traffic Scenarios #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2412.19...

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Deep_In_Depth @deep-in-depth.bsky.social · 28/03/2025

Perception in Motion: The Science Behind Autonomous Vehicle Vision #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM medium.com/@shrunalisal...

Deep_In_Depth @deep-in-depth.bsky.social · 27/03/2025

Query3D: LLM-Powered Open-Vocabulary Scene Segmentation with Language Embedded 3D Gaussians #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2408.03...

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Deep_In_Depth @deep-in-depth.bsky.social · 27/03/2025

Weightless Neural Networks: An Efficient Edge Inference Architecture #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM research.google/pubs/weightl...

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Deep_In_Depth @deep-in-depth.bsky.social · 27/03/2025

Typhoon T1: An Open Thai Reasoning Model #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2502.09...

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Deep_In_Depth @deep-in-depth.bsky.social · 27/03/2025

Cube: A Roblox View of 3D Intelligence #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2503.15...

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Deep_In_Depth @deep-in-depth.bsky.social · 27/03/2025

Open3DVQA: A Benchmark for Comprehensive Spatial Reasoning with Multimodal Large Language Model in Open Space #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2503.11...

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Deep_In_Depth @deep-in-depth.bsky.social · 27/03/2025

MLLM-For3D: Adapting Multimodal Large Language Model for 3D Reasoning Segmentation #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2503.18...

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Deep_In_Depth @deep-in-depth.bsky.social · 27/03/2025

On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/abs/2502.142...

Deep_In_Depth @deep-in-depth.bsky.social · 27/03/2025

Sam2Point: Segment Any 3D as Videosin Zero-shot and Promptable Manners #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2408.16...

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Deep_In_Depth @deep-in-depth.bsky.social · 27/03/2025

(PDF) GraphSCENE: On-Demand Critical Scenario Generation for Autonomous Vehicles in Simulation www.researchgate.net/publication/...

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Deep_In_Depth @deep-in-depth.bsky.social · 27/03/2025

SphOR: A Representation Learning Perspective on Open-set Recognition for Identifying Unknown Classes in Deep Learning Models. #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2503.08...

Deep_In_Depth @deep-in-depth.bsky.social · 26/03/2025

Open-Set Recognition in the Age of Vision-Language Models #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2403.16...

Deep_In_Depth @deep-in-depth.bsky.social · 26/03/2025

Towards Open-set Camera 3D Object Detection #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2406.17...

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Deep_In_Depth @deep-in-depth.bsky.social · 26/03/2025

MOoSE: Multi-Orientation Sharing Experts for Open-set Scene Text Recognition #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2407.18...

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Deep_In_Depth @deep-in-depth.bsky.social · 26/03/2025

FP8 FORMATS FOR DEEP LEARNING arxiv.org/pdf/2209.054...

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Deep_In_Depth @deep-in-depth.bsky.social · 26/03/2025

Soccer-CLIP: Vision Language Model forSoccer Action Spotting #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM ieeexplore.ieee.org/stamp/stamp....

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Deep_In_Depth @deep-in-depth.bsky.social · 25/03/2025

OpenPSG: Open-set Panoptic Scene Graph Generation via Large Multimodal Models #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2407.11...

Deep_In_Depth @deep-in-depth.bsky.social · 25/03/2025

Watchlist Challenge: 3rd Open-set Face Detection and Identification #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2409.07...

Deep_In_Depth @deep-in-depth.bsky.social · 24/03/2025

Addressing Open-set Object Detection for AutonomousDriving perception: A focus on road objects #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM normandie-univ.hal.science/hal-04569374...

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Deep_In_Depth @deep-in-depth.bsky.social · 24/03/2025

LLaVA-MORE : A Comparative Study of LLMs and Visual Backbones for Enhanced Visual Instruction Tuning #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2503.15...

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Deep_In_Depth @deep-in-depth.bsky.social · 24/03/2025

Boosting Open-Vocabulary Object DetectionPerformance via Class-Agnostic Pseudo-Labelsand MultiModal Hybrid Knowledge #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM ieeexplore.ieee.org/stamp/stamp....

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Deep_In_Depth @deep-in-depth.bsky.social · 24/03/2025

Open-Set Object Detection By Aligning Known Class Representations #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM openaccess.thecvf.com/content/WACV...

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Deep_In_Depth @deep-in-depth.bsky.social · 24/03/2025

L2COcc: Lightweight Camera-Centric Semantic Scene Completion via Distillation of LiDAR Model #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2503.12...

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Deep_In_Depth @deep-in-depth.bsky.social · 24/03/2025

MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2503.14...

Deep_In_Depth @deep-in-depth.bsky.social · 23/03/2025

A Foundation Model for Patient Behavior Monitoring and Suicide Detection #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2503.15...

Deep_In_Depth @deep-in-depth.bsky.social · 23/03/2025

Advancements, Challenges, and Future Directions in Scene-Graph-Based Image Generation: A Comprehensive Review #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM www.mdpi.com/2079-9292/14...

Deep_In_Depth @deep-in-depth.bsky.social · 23/03/2025

SketchFusion: Learning Universal Sketch Features through Fusing Foundation Models #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2503.14...

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Deep_In_Depth @deep-in-depth.bsky.social · 23/03/2025

Why Do Multi-Agent LLM Systems Fail? #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2503.13...

Deep_In_Depth @deep-in-depth.bsky.social · 23/03/2025

Segment Any Class (SAC): Multi-Class Few-Shot Semantic Segmentation via Class Region Proposals #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2411.13...

Deep_In_Depth @deep-in-depth.bsky.social · 23/03/2025

DetCLIPv3: Towards Versatile Generative Open-vocabulary Object Detection #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/pdf/2404.092...

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Deep_In_Depth @deep-in-depth.bsky.social · 23/03/2025

UCF-Crime-DVS: A Novel Event-Based Dataset for Video Anomaly Detection with Spiking Neural Networks #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2503.12...

Deep_In_Depth @deep-in-depth.bsky.social · 22/03/2025

SAM2 for Image and Video Segmentation: A Comprehensive Survey #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2503.12...

Deep_In_Depth @deep-in-depth.bsky.social · 22/03/2025

Exploration of VLM’s for Driver Monitoring Systems Applications #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/pdf/2503.12281

Deep_In_Depth @deep-in-depth.bsky.social · 22/03/2025

Is CLIP ideal? No. Can we fix it? Yes! #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2503.08...

Deep_In_Depth @deep-in-depth.bsky.social · 22/03/2025

Object-Aware DINO (Oh-A-Dino): Enhancing Self-Supervised Representations for Multi-Object Instance Retrieval #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2503.09...

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Deep_In_Depth @deep-in-depth.bsky.social · 22/03/2025

The Power of One: A Single Example is All it Takes for Segmentation in VLMs #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2503.10...

Deep_In_Depth @deep-in-depth.bsky.social · 21/03/2025

Other Vehicle Trajectories Are Also Needed: A Driving World Model Unifies Ego-Other Vehicle Trajectories in Video Latent Space #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2503.09...

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Deep_In_Depth @deep-in-depth.bsky.social · 21/03/2025

Historic Scripts to Modern Vision: A Novel Dataset and A VLM Framework for Transliteration of Modi Script to Devanagari #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2503.13...

Deep_In_Depth @deep-in-depth.bsky.social · 21/03/2025

ScVLM: Enhancing Vision-Language Model for Safety-Critical EventUnderstanding #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM openaccess.thecvf.com/content/WACV...

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Deep_In_Depth @deep-in-depth.bsky.social · 21/03/2025

On the Limitations of Vision-Language Models in Understanding Image Transforms arxiv.org/html/2503.09...

Deep_In_Depth @deep-in-depth.bsky.social · 21/03/2025

Where do Large Vision-Language Models Look at when Answering Questions? #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2503.13...

Deep_In_Depth @deep-in-depth.bsky.social · 20/03/2025

Clustering is back: Reaching state-of-the-art LiDAR instance segmentation without training #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2503.13...

Deep_In_Depth @deep-in-depth.bsky.social · 20/03/2025

Semantic-Supervised Spatial-Temporal Fusion for LiDAR-based 3D Object Detection #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2503.10...

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Deep_In_Depth @deep-in-depth.bsky.social · 20/03/2025

Do Vision Models Develop Human-Like Progressive Difficulty Understanding? #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM arxiv.org/html/2503.13...

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