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09/19/2023
RGB-based Category-level Object Pose Estimation via Decoupled Metric Scale Recovery
While showing promising results, recent RGB-D camera-based category-leve...
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09/15/2023
MAVIS: Multi-Camera Augmented Visual-Inertial SLAM using SE2(3) Based Exact IMU Pre-integration
We present a novel optimization-based Visual-Inertial SLAM system design...
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09/09/2023
Deep Video Restoration for Under-Display Camera
Images or videos captured by the Under-Display Camera (UDC) suffer from ...
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09/08/2023
Stereo Matching in Time: 100+ FPS Video Stereo Matching for Extended Reality
Real-time Stereo Matching is a cornerstone algorithm for many Extended R...
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08/27/2023
MB-TaylorFormer: Multi-branch Efficient Transformer Expanded by Taylor Formula for Image Dehazing
In recent years, Transformer networks are beginning to replace pure conv...
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08/18/2023
Unsupervised 3D Pose Estimation with Non-Rigid Structure-from-Motion Modeling
Most of the previous 3D human pose estimation work relied on the powerfu...
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08/18/2023
Breaking the Complexity Barrier in Compositional Minimax Optimization
Compositional minimax optimization is a pivotal yet under-explored chall...
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08/16/2023
View Consistent Purification for Accurate Cross-View Localization
This paper proposes a fine-grained self-localization method for outdoor ...
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07/27/2023
LLDiffusion: Learning Degradation Representations in Diffusion Models for Low-Light Image Enhancement
Current deep learning methods for low-light image enhancement (LLIE) typ...
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07/21/2023
EndoSurf: Neural Surface Reconstruction of Deformable Tissues with Stereo Endoscope Videos
Reconstructing soft tissues from stereo endoscope videos is an essential...
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07/16/2023
Boosting 3-DoF Ground-to-Satellite Camera Localization Accuracy via Geometry-Guided Cross-View Transformer
Image retrieval-based cross-view localization methods often lead to very...
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05/29/2023
GridFormer: Residual Dense Transformer with Grid Structure for Image Restoration in Adverse Weather Conditions
Image restoration in adverse weather conditions is a difficult task in c...
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03/24/2023
WildLight: In-the-wild Inverse Rendering with a Flashlight
This paper proposes a practical photometric solution for the challenging...
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03/24/2023
Seeing Through the Glass: Neural 3D Reconstruction of Object Inside a Transparent Container
In this paper, we define a new problem of recovering the 3D geometry of ...
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02/14/2023
Event-guided Multi-patch Network with Self-supervision for Non-uniform Motion Deblurring
Contemporary deep learning multi-scale deblurring models suffer from man...
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02/09/2023
MEGANE: Morphable Eyeglass and Avatar Network
Eyeglasses play an important role in the perception of identity. Authent...
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01/23/2023
CircNet: Meshing 3D Point Clouds with Circumcenter Detection
Reconstructing 3D point clouds into triangle meshes is a key problem in ...
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01/20/2023
Spatial Steerability of GANs via Self-Supervision from Discriminator
Generative models make huge progress to the photorealistic image synthes...
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11/16/2022
Interacting Hand-Object Pose Estimation via Dense Mutual Attention
3D hand-object pose estimation is the key to the success of many compute...
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11/14/2022
What Images are More Memorable to Machines?
This paper studies the problem of measuring and predicting how memorable...
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11/05/2022
A Survey of Deep Face Restoration: Denoise, Super-Resolution, Deblur, Artifact Removal
Face Restoration (FR) aims to restore High-Quality (HQ) faces from Low-Q...
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10/06/2022
Rolling Shutter Inversion: Bring Rolling Shutter Images to High Framerate Global Shutter Video
A single rolling-shutter (RS) image may be viewed as a row-wise combinat...
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10/04/2022
Distance Based Image Classification: A solution to generative classification's conundrum?
Most classifiers rely on discriminative boundaries that separate instanc...
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09/29/2022
NAF: Neural Attenuation Fields for Sparse-View CBCT Reconstruction
This paper proposes a novel and fast self-supervised solution for sparse...
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07/27/2022
Satellite Image Based Cross-view Localization for Autonomous Vehicle
Existing spatial localization techniques for autonomous vehicles mostly ...
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07/16/2022
Self-calibrating Photometric Stereo by Neural Inverse Rendering
This paper tackles the task of uncalibrated photometric stereo for 3D ob...
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05/31/2022
CropMix: Sampling a Rich Input Distribution via Multi-Scale Cropping
We present a simple method, CropMix, for the purpose of producing a rich...
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04/21/2022
Unsupervised Video Interpolation by Learning Multilayered 2.5D Motion Fields
The problem of video frame interpolation is to increase the temporal res...
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04/10/2022
Beyond Cross-view Image Retrieval: Highly Accurate Vehicle Localization Using Satellite Image
This paper addresses the problem of vehicle-mounted camera localization ...
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04/01/2022
Stereo Unstructured Magnification: Multiple Homography Image for View Synthesis
This paper studies the problem of view synthesis with certain amount of ...
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03/26/2022
Accurate 3-DoF Camera Geo-Localization via Ground-to-Satellite Image Matching
We address the problem of ground-to-satellite image geo-localization, th...
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03/24/2022
Neural Reflectance for Shape Recovery with Shadow Handling
This paper aims at recovering the shape of a scene with unknown, non-Lam...
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01/28/2022
You Only Cut Once: Boosting Data Augmentation with a Single Cut
We present You Only Cut Once (YOCO) for performing data augmentations. Y...
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01/15/2022
Multi-level Second-order Few-shot Learning
We propose a Multi-level Second-order (MlSo) few-shot learning network f...
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12/17/2021
Transcribing Natural Languages for The Deaf via Neural Editing Programs
This work studies the task of glossification, of which the aim is to em ...
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12/17/2021
Align and Prompt: Video-and-Language Pre-training with Entity Prompts
Video-and-language pre-training has shown promising improvements on vari...
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12/01/2021
Improving GAN Equilibrium by Raising Spatial Awareness
The success of Generative Adversarial Networks (GANs) is largely built u...
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11/29/2021
HDR-NeRF: High Dynamic Range Neural Radiance Fields
We present High Dynamic Range Neural Radiance Fields (HDR-NeRF) to recov...
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11/28/2021
Learning To Segment Dominant Object Motion From Watching Videos
Existing deep learning based unsupervised video object segmentation meth...
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09/30/2021
Uncertainty Estimation of Dense Optical-Flow for Robust Visual Navigation
This paper presents a novel dense optical-flow algorithm to solve the mo...
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08/25/2021
Blind Image Decomposition
We present and study a novel task named Blind Image Decomposition (BID),...
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06/20/2021
Underwater Image Restoration via Contrastive Learning and a Real-world Dataset
Underwater image restoration is of significant importance in unveiling t...
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06/17/2021
Multi-level Motion Attention for Human Motion Prediction
Human motion prediction aims to forecast future human poses given a hist...
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05/27/2021
Blind Motion Deblurring Super-Resolution: When Dynamic Spatio-Temporal Learning Meets Static Image Understanding
Single-image super-resolution (SR) and multi-frame SR are two ways to su...
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05/25/2021
Multi-view 3D Reconstruction of a Texture-less Smooth Surface of Unknown Generic Reflectance
Recovering the 3D geometry of a purely texture-less object with generall...
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05/09/2021
Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior
Rain is a common natural phenomenon. Taking images in the rain however o...
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04/20/2021
Lighting, Reflectance and Geometry Estimation from 360^∘ Panoramic Stereo
We propose a method for estimating high-definition spatially-varying lig...
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04/11/2021
One Ring to Rule Them All: a simple solution to multi-view 3D-Reconstruction of shapes with unknown BRDF via a small Recurrent ResNet
This paper proposes a simple method which solves an open problem of mult...
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04/06/2021
Learning to Estimate Hidden Motions with Global Motion Aggregation
Occlusions pose a significant challenge to optical flow algorithms that ...
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04/05/2021