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09/13/2023
Statistical Rejection Sampling Improves Preference Optimization
Improving the alignment of language models with human preferences remain...
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08/17/2023
SDDNet: Style-guided Dual-layer Disentanglement Network for Shadow Detection
Despite significant progress in shadow detection, current methods still ...
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08/17/2023
Frequency Perception Network for Camouflaged Object Detection
Camouflaged object detection (COD) aims to accurately detect objects hid...
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08/14/2023
CTP: Towards Vision-Language Continual Pretraining via Compatible Momentum Contrast and Topology Preservation
Vision-Language Pretraining (VLP) has shown impressive results on divers...
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08/13/2023
CLE Diffusion: Controllable Light Enhancement Diffusion Model
Low light enhancement has gained increasing importance with the rapid de...
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06/12/2023
NPVForensics: Jointing Non-critical Phonemes and Visemes for Deepfake Detection
Deepfake technologies empowered by deep learning are rapidly evolving, c...
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06/02/2023
A Hybrid Approach for Smart Alert Generation
Anomaly detection is an important task in network management. However, d...
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05/17/2023
SLiC-HF: Sequence Likelihood Calibration with Human Feedback
Learning from human feedback has been shown to be effective at aligning ...
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04/25/2023
Learning Robust Deep Equilibrium Models
Deep equilibrium (DEQ) models have emerged as a promising class of impli...
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03/16/2023
SigVIC: Spatial Importance Guided Variable-Rate Image Compression
Variable-rate mechanism has improved the flexibility and efficiency of l...
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03/02/2023
Disentangling Orthogonal Planes for Indoor Panoramic Room Layout Estimation with Cross-Scale Distortion Awareness
Based on the Manhattan World assumption, most existing indoor layout est...
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02/20/2023
Unsupervised OmniMVS: Efficient Omnidirectional Depth Inference via Establishing Pseudo-Stereo Supervision
Omnidirectional multi-view stereo (MVS) vision is attractive for its ult...
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02/16/2023
Learning Thin-Plate Spline Motion and Seamless Composition for Parallax-Tolerant Unsupervised Deep Image Stitching
Traditional image stitching approaches tend to leverage increasingly com...
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02/08/2023
Spatiotemporal Deformation Perception for Fisheye Video Rectification
Although the distortion correction of fisheye images has been extensivel...
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01/26/2023
Dual Diffusion Architecture for Fisheye Image Rectification: Synthetic-to-Real Generalization
Fisheye image rectification has a long-term unresolved issue with synthe...
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01/04/2023
RecRecNet: Rectangling Rectified Wide-Angle Images by Thin-Plate Spline Model and DoF-based Curriculum Learning
The wide-angle lens shows appealing applications in VR technologies, but...
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12/23/2022
Multi-Projection Fusion and Refinement Network for Salient Object Detection in 360° Omnidirectional Image
Salient object detection (SOD) aims to determine the most visually attra...
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12/20/2022
Improving the Robustness of Summarization Models by Detecting and Removing Input Noise
The evaluation of abstractive summarization models typically uses test d...
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12/17/2022
Fully and Weakly Supervised Referring Expression Segmentation with End-to-End Learning
Referring Expression Segmentation (RES), which is aimed at localizing an...
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12/07/2022
Node-oriented Spectral Filtering for Graph Neural Networks
Graph neural networks (GNNs) have shown remarkable performance on homoph...
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11/15/2022
HGV4Risk: Hierarchical Global View-guided Sequence Representation Learning for Risk Prediction
Risk prediction, as a typical time series modeling problem, is usually a...
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11/03/2022
Temporal Consistency Learning of inter-frames for Video Super-Resolution
Video super-resolution (VSR) is a task that aims to reconstruct high-res...
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10/30/2022
Revisiting Simple Regret Minimization in Multi-Armed Bandits
Simple regret is a natural and parameter-free performance criterion for ...
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10/20/2022
A Comprehensive Survey on Edge Data Integrity Verification: Fundamentals and Future Trends
Recent advances in edge computing have pushed cloud-based data caching s...
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10/12/2022
PSNet: Parallel Symmetric Network for Video Salient Object Detection
For the video salient object detection (VSOD) task, how to excavate the ...
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10/09/2022
Does Thermal Really Always Matter for RGB-T Salient Object Detection?
In recent years, RGB-T salient object detection (SOD) has attracted cont...
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10/06/2022
CIR-Net: Cross-modality Interaction and Refinement for RGB-D Salient Object Detection
Focusing on the issue of how to effectively capture and utilize cross-mo...
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09/30/2022
Calibrating Sequence likelihood Improves Conditional Language Generation
Conditional language models are predominantly trained with maximum likel...
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09/30/2022
Out-of-Distribution Detection and Selective Generation for Conditional Language Models
Machine learning algorithms typically assume independent and identically...
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09/07/2022
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels
Fully-supervised salient object detection (SOD) methods have made great ...
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09/07/2022
Boundary Guided Semantic Learning for Real-time COVID-19 Lung Infection Segmentation System
The coronavirus disease 2019 (COVID-19) continues to have a negative imp...
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08/16/2022
HVS-Inspired Signal Degradation Network for Just Noticeable Difference Estimation
Significant improvement has been made on just noticeable difference (JND...
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08/08/2022
Investigating Efficiently Extending Transformers for Long Input Summarization
While large pretrained Transformer models have proven highly capable at ...
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08/03/2022
Neural Contourlet Network for Monocular 360 Depth Estimation
For a monocular 360 image, depth estimation is a challenging because the...
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08/01/2022
SMART: Sentences as Basic Units for Text Evaluation
Widely used evaluation metrics for text generation either do not work we...
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07/27/2022
SiRi: A Simple Selective Retraining Mechanism for Transformer-based Visual Grounding
In this paper, we investigate how to achieve better visual grounding wit...
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07/17/2022
BCS-Net: Boundary, Context and Semantic for Automatic COVID-19 Lung Infection Segmentation from CT Images
The spread of COVID-19 has brought a huge disaster to the world, and the...
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07/07/2022
Deep Rotation Correction without Angle Prior
Not everybody can be equipped with professional photography skills and s...
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07/06/2022
Complementary Bi-directional Feature Compression for Indoor 360° Semantic Segmentation with Self-distillation
Recently, horizontal representation-based panoramic semantic segmentatio...
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07/05/2022
FishFormer: Annulus Slicing-based Transformer for Fisheye Rectification with Efficacy Domain Exploration
Numerous significant progress on fisheye image rectification has been ac...
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06/12/2022
FisheyeEX: Polar Outpainting for Extending the FoV of Fisheye Lens
Fisheye lens gains increasing applications in computational photography ...
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06/09/2022
JNMR: Joint Non-linear Motion Regression for Video Frame Interpolation
Video frame interpolation (VFI) aims to generate predictive frames by wa...
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05/24/2022
TALM: Tool Augmented Language Models
Transformer based language models (LMs) demonstrate increasing performan...
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04/19/2022
Global-and-Local Collaborative Learning for Co-Salient Object Detection
The goal of co-salient object detection (CoSOD) is to discover salient o...
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04/18/2022
Cylin-Painting: Seamless 360° Panoramic Image Outpainting and Beyond with Cylinder-Style Convolutions
Image outpainting gains increasing attention since it can generate the c...
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04/12/2022
Towards Reliable Image Outpainting: Learning Structure-Aware Multimodal Fusion with Depth Guidance
Image outpainting technology generates visually reasonable content regar...
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03/28/2022
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation
We propose Composition Sampling, a simple but effective method to genera...
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03/23/2022
A Context-Aware Feature Fusion Framework for Punctuation Restoration
To accomplish the punctuation restoration task, most existing approaches...
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03/18/2022
Distortion-Tolerant Monocular Depth Estimation On Omnidirectional Images Using Dual-cubemap
Estimating the depth of omnidirectional images is more challenging than ...
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03/17/2022