Foundations

Computer Vision

Object detection, segmentation, YOLO, CLIP, and vision-language models

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CV Basics
beginner
Classify images with a pre-trained CNN
Modern CV Models
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Run YOLO for real-time object detection
Generative CV
advanced
Build a Stable Diffusion inference pipeline
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ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 5d ago
Thinking Before Retrieving: Robust Zero-Shot Composed Image Retrieval via Strategic Planning and Self-Criticism
arXiv:2606.31222v1 Announce Type: new Abstract: Composed image retrieval requires identifying a target image from a gallery by integrating a reference image wit
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 5d ago
Learning Video Dynamics with Predictive Differentiable Rendering
arXiv:2606.31050v1 Announce Type: cross Abstract: How to accurately predict a high-fidelity future world? While the visual world is inherently continuous, exist
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 5d ago
PruneGround: Plug-and-play Spatial Pruning for 3D Visual Grounding
arXiv:2606.31148v1 Announce Type: cross Abstract: 3D Visual Grounding (3DVG) aims to localize target objects in 3D scenes given natural language descriptions. E
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 5d ago
Temporal Preservation over Processing: Diagnosing and Designing Spatiotemporal Single-Stage Video Detectors
arXiv:2606.31421v1 Announce Type: cross Abstract: Single-stage video object detectors are increasingly deployed in time-critical applications, yet it remains un
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 5d ago
Intrinsic decomposition and editing of 3D Gaussian splats
arXiv:2606.31637v1 Announce Type: cross Abstract: Intrinsic decomposition which expresses image colors as the product of diffuse albedo and shading, possibly au
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 5d ago
JL1-CC&QA: Extending the JL1-CD Benchmark with Change Captioning and Question Answering
arXiv:2606.31745v1 Announce Type: cross Abstract: Remote sensing change detection (CD) traditionally focuses on pixel-level binary segmentation, which identifie
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 5d ago
LUNA: Learning Universal 3D Human Animation Beyond Skinning
arXiv:2606.31981v1 Announce Type: cross Abstract: Creating photorealistic, animatable 3D human avatars from monocular images still largely depends on Linear Ble
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 5d ago
CharDiff-LP: A Diffusion Model with Character-Level Guidance for License Plate Image Restoration
arXiv:2510.17330v3 Announce Type: replace-cross Abstract: License plate image restoration is important not only as a preprocessing step for license plate recogn
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 5d ago
FMA-Net++: Motion- and Exposure-Aware Joint Video Super-Resolution and Deblurring
arXiv:2512.04390v2 Announce Type: replace-cross Abstract: Joint video super-resolution and deblurring (VSRDB) requires both efficient long-range temporal modeli
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 6d ago
COMPASS: Grounding Composition-Intent Guidance in Unified Multimodal Models
arXiv:2606.28696v1 Announce Type: new Abstract: Composition is a high-level visual intent that governs where subjects are placed and how a scene is organized, y
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 6d ago
Tool-Augmented Spatiotemporal Reasoning for Streamlining Video Question Answering Task
arXiv:2512.10359v1 Announce Type: cross Abstract: Video Question Answering (VideoQA) task serves as a critical playground for evaluating whether foundation mode
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 6d ago
Fast and Accurate Outlier-Aware LiDAR Super-Resolution for SLAM Applications
arXiv:2606.28607v1 Announce Type: cross Abstract: This work tackles the challenge of enhancing low-resolution LiDAR sensors for SLAM applications through a nove
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 6d ago
SemDynReg: Semantics-Guided Deformation Regularization for Dynamic 3D Gaussian Splatting
arXiv:2606.28656v1 Announce Type: cross Abstract: Deformable 3D Gaussian Splatting (3DGS) has emerged as an efficient approach for rendering dynamic scenes in a
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 6d ago
CCRC: A Change-Aware Captioning and Reasoning Chain for Image Change Captioning and Segmentation
arXiv:2606.28724v1 Announce Type: cross Abstract: Understanding and localizing subtle changes between paired images is critical for tasks such as surveillance a
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 6d ago
MoPe: Motion Permanence for Robust Monocular Gaussian Mapping in Dynamic Environments
arXiv:2606.29237v1 Announce Type: cross Abstract: Robust robot autonomy depends on scene representations that remain stable enough to support localization, navi
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 6d ago
Confidence-feedback-weighted graph matching network: online-offline laser-induced damage site matching under complex interference
arXiv:2606.29255v1 Announce Type: cross Abstract: Online inspection images of final optics in high-power laser facilities contain pseudo-damage sites that close
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 6d ago
DR-GS: Physically-Based Deformable and Relightable 2D Gaussians
arXiv:2606.29379v1 Announce Type: cross Abstract: Gaussian splatting (GS) has garnered significant attention in VR/AR and digital content creation due to its ex
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 6d ago
Can Machines Really See Objects in Images? A Study Based on Syntactic Distance and Visual Self-Referential Instances
arXiv:2606.29416v1 Announce Type: cross Abstract: Can a vision model truly see an object, or does it only fit surface-level visual cues? Following Wittgenstein'
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 6d ago
One Scene, Two Depths: Probing Geometric Ambiguity in Monocular Foundation Models
arXiv:2606.29600v1 Announce Type: cross Abstract: A faithful 3D world representation should account for layered geometry, where a single camera ray may contain
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 6d ago
SUMO: Segment and Track Any Motion with Nonlinear State Space Models
arXiv:2606.29861v1 Announce Type: cross Abstract: Visual Object Tracking (VOT) and Moving Object Segmentation (MOS) are two fundamental tasks in computer vision
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 6d ago
IBRSteG: Learning a Generalizable Steganography Framework for 3D Gaussian Splatting
arXiv:2606.30024v1 Announce Type: cross Abstract: Recent advances in deep learning have notably improved steganographic message hiding. However, designing a gen
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 6d ago
Efficient RGB-T Object Detection via Sparse Cross-Modality Fusion
arXiv:2606.30215v1 Announce Type: cross Abstract: RGB-T detectors leverage the complementary strengths of visible and thermal infrared modalities, achieving rob
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 6d ago
FFAvatar: Feed-Forward 4D Head Avatar Reconstruction from Sparse Portrait Images
arXiv:2606.30347v1 Announce Type: cross Abstract: We present FFAvatar, a Transformer-based 3D Gaussian framework for fast construction of high-quality and anima
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 6d ago
Beyond 2D Matching: A Unified Single-Stage Framework for Geometry-Aware Cross-View Object Geo-Localization
arXiv:2606.30576v1 Announce Type: cross Abstract: Cross-view object geo-localization (CVOGL) aims to locate a target object from a query view (e.g., ground or d
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 6d ago
Pose-Based Fall Detection System: Efficient Monitoring on Standard CPUs
arXiv:2503.19501v2 Announce Type: replace-cross Abstract: Falls among elderly residents in assisted living homes pose significant health risks, often leading to
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 6d ago
MGDFIS: Multi-scale Global-detail Feature Integration Strategy for Small Object Detection
arXiv:2506.12697v3 Announce Type: replace-cross Abstract: Small-object detection in Unmanned Aerial Vehicle (UAV) imagery requires preserving weak local evidenc
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 6d ago
FlatLands: Generative Floormap Completion From a Single Egocentric View
arXiv:2603.16016v2 Announce Type: replace-cross Abstract: A single egocentric image typically captures only a small portion of the floor, yet a complete metric
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 6d ago
Em-Garde: A Propose-Match Framework for Proactive Streaming Video Understanding
arXiv:2603.19054v2 Announce Type: replace-cross Abstract: Recent advances in Streaming Video Understanding has enabled a new interaction paradigm where models r
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1w ago
Not All Relations Rotate Alike: Transformation-Aware Decoupling for Viewpoint-Robust 3D Scene Graph Generation
arXiv:2606.27412v1 Announce Type: cross Abstract: 3D Scene Graph Generation (3DSGG) represents 3D scenes as structured object-relation-object graphs, providing
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1w ago
CoIn: Comprehensive 2D-3D Inpainting with Gaussian Splatting Guidance
arXiv:2606.27584v1 Announce Type: cross Abstract: 3D scene inpainting is essential for reconstructing areas corrupted by occlusions or limited viewpoints. While
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1w ago
Every Step of the Way: Video-based Parkinsonian Turning Step Counting
arXiv:2606.27918v1 Announce Type: cross Abstract: As a prominent symptom of Parkinson's disease (PD), turning impairment is evaluated through parameters such as
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1w ago
Toward Robust In-Context Segmentation via Concept Guidance
arXiv:2606.28149v1 Announce Type: cross Abstract: In-context segmentation (ICS) requires a model to segment target regions in a query image using only a few ref
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1w ago
PreferThinker: Reasoning-based Personalized Image Preference Assessment
arXiv:2511.00609v4 Announce Type: replace Abstract: Personalized image preference assessment aims to evaluate an individual user's image preferences by relying
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1w ago
SRMA-Mamba: Spatial Reverse Mamba Attention Network for Pathological Liver Segmentation in MRI Volumes
arXiv:2508.12410v3 Announce Type: replace-cross Abstract: Liver cirrhosis plays a critical role in the prognosis of chronic liver disease. Early detection and t
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1w ago
When the Prompt Becomes Visual: Vision-Centric Jailbreak Attacks for Large Image Editing Models
arXiv:2602.10179v2 Announce Type: replace-cross Abstract: Recent advances in large image editing models have shifted the paradigm from text-driven instructions
Reddit r/MachineLearning 👁️ Computer Vision ⚡ AI Lesson 1w ago
Showcase: geolocating a dashcam video without GPS, only from the footage [P]
Sharing a project I have been working on called Third Eye. It does visual geolocation. Given a video, it figures out where it was filmed using only the image co
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1w ago
Unsupervised Memory-Enhanced Video Transformers: Obstacle Detection for Autonomous Agricultural Rover
arXiv:2606.26151v1 Announce Type: cross Abstract: While autonomous rovers have become indispensable to precision farming, achieving consistent operational safet
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1w ago
Robust Onion: Peeling Open Vocab Object Detectors Under Noise
arXiv:2606.26734v1 Announce Type: cross Abstract: The impact of real-world noise on Open Vocabulary Object Detectors (OV-ODs) remains poorly understood due to t
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1w ago
Event-Aware Instructed Assistant for Referring Video Segmentation
arXiv:2606.26994v1 Announce Type: cross Abstract: Existing referring video segmentation methods often treat a video as a single event consisting of multiple ima
Reddit r/MachineLearning 👁️ Computer Vision ⚡ AI Lesson 1w ago
ECCV 2026 camera-ready deadline: June 27 or June 30? [D]
In the recent Springer/Meteor email, it says: The deadline for the upload of the camera-ready manuscripts and source files is 30 June. This is a hard deadline a
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1w ago
ESTANet: Efficient Online Error Detection in Procedural Videos via Prediction Inconsistency
arXiv:2606.25317v1 Announce Type: cross Abstract: An efficient and accurate system for detecting errors in procedural tasks is crucial for supporting human need
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1w ago
CineCap: Structured Reasoning with Spatio-Temporal Anchors for Cinematographic Video Captioning
arXiv:2606.24636v1 Announce Type: new Abstract: Cinematographic captioning aims to describe how a video is filmed using professional film-language concepts such
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1w ago
From Spatial to Spectral: An Efficient, Frequency-Guided Feature Representation Learner for Small Object Detection
arXiv:2606.23825v1 Announce Type: cross Abstract: Efficient small object detection is bottlenecked by the inherent feature scarcity of tiny targets, which is fu
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1w ago
Beyond Bayer: Task-Optimal Sensor Co-Design for Robust Autonomous-Driving Segmentation
arXiv:2606.24096v1 Announce Type: cross Abstract: Robust perception underpins autonomous driving, and most recent progress comes from scaling the model-larger b
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1w ago
Zero-Shot Test-Time Canonicalization using Out-of-Distribution Scoring
arXiv:2606.24178v1 Announce Type: cross Abstract: Pretrained vision models often misclassify inputs that are rotated, scaled, or sheared, even though these affi
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1w ago
FLUX3D: High-Fidelity 3D Gaussian Generation with Diffusion-Aligned Sparse Representation
arXiv:2606.24874v1 Announce Type: cross Abstract: Sparse voxel representation has emerged as a scalable foundation for image-to-3D Gaussian Splatting (3DGS) gen
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1w ago
Automatic Vehicle Detection using DETR: A Transformer-Based Approach for Navigating Treacherous Roads
arXiv:2502.17843v1 Announce Type: cross Abstract: Automatic Vehicle Detection (AVD) in diverse driving environments presents unique challenges due to varying li
ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 1w ago
GEOPHYS: The Geometry of Physical Plausibility
arXiv:2606.20707v1 Announce Type: cross Abstract: While humans can identify physically implausible events within milliseconds, machine learning approaches addre