research
∙
09/21/2023
Convolution and Attention Mixer for Synthetic Aperture Radar Image Change Detection
Synthetic aperture radar (SAR) image change detection is a critical task...
share
research
∙
09/07/2023
TSI-Net: A Timing Sequence Image Segmentation Network for Intracranial Artery Segmentation in Digital Subtraction Angiography
Cerebrovascular disease is one of the major diseases facing the world to...
research
∙
08/08/2023
Efficient option pricing with unary-based photonic computing chip and generative adversarial learning
In the modern financial industry system, the structure of products has b...
research
∙
07/20/2023
Human Motion Generation: A Survey
Human motion generation aims to generate natural human pose sequences an...
research
∙
07/17/2023
Machine-Learning-based Colorectal Tissue Classification via Acoustic Resolution Photoacoustic Microscopy
Colorectal cancer is a deadly disease that has become increasingly preva...
research
∙
06/27/2023
Learning non-Markovian Decision-Making from State-only Sequences
Conventional imitation learning assumes access to the actions of demonst...
research
∙
06/21/2023
DIAS: A Comprehensive Benchmark for DSA-sequence Intracranial Artery Segmentation
Automatic segmentation of the intracranial artery (IA) in digital subtra...
research
∙
05/23/2023
Masked Path Modeling for Vision-and-Language Navigation
Vision-and-language navigation (VLN) agents are trained to navigate in r...
research
∙
05/18/2023
Selecting Learnable Training Samples is All DETRs Need in Crowded Pedestrian Detection
DEtection TRansformer (DETR) and its variants (DETRs) achieved impressiv...
research
∙
04/22/2023
SAWU-Net: Spatial Attention Weighted Unmixing Network for Hyperspectral Images
Hyperspectral unmixing is a critical yet challenging task in hyperspectr...
research
∙
04/19/2023
Physical Knowledge Enhanced Deep Neural Network for Sea Surface Temperature Prediction
Traditionally, numerical models have been deployed in oceanography studi...
research
∙
04/19/2023
Multi-scale Adaptive Fusion Network for Hyperspectral Image Denoising
Removing the noise and improving the visual quality of hyperspectral ima...
research
∙
02/22/2023
Structure Embedded Nucleus Classification for Histopathology Images
Nuclei classification provides valuable information for histopathology i...
research
∙
02/20/2023
Differentiable Arbitrating in Zero-sum Markov Games
We initiate the study of how to perturb the reward in a zero-sum Markov ...
research
∙
01/12/2023
Lesion-aware Dynamic Kernel for Polyp Segmentation
Automatic and accurate polyp segmentation plays an essential role in ear...
research
∙
01/09/2023
Nearest Neighbor-Based Contrastive Learning for Hyperspectral and LiDAR Data Classification
The joint hyperspectral image (HSI) and LiDAR data classification aims t...
research
∙
01/05/2023
GIVL: Improving Geographical Inclusivity of Vision-Language Models with Pre-Training Methods
A key goal for the advancement of AI is to develop technologies that ser...
research
∙
12/19/2022
An Efficient Drug-Drug Interactions Prediction Technology for Molecularly Intelligent Manufacturing
Drug-Drug Interactions (DDIs) prediction is an essential issue in the mo...
research
∙
11/25/2022
TPA-Net: Generate A Dataset for Text to Physics-based Animation
Recent breakthroughs in Vision-Language (V L) joint research have achi...
research
∙
11/09/2022
Towards Reasoning-Aware Explainable VQA
The domain of joint vision-language understanding, especially in the con...
research
∙
10/26/2022
Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator
Task-Oriented Dialogue (TOD) systems are drawing more and more attention...
research
∙
09/23/2022
CUTS: A Fully Unsupervised Framework for Medical Image Segmentation
In this work we introduce CUTS (Contrastive and Unsupervised Training fo...
research
∙
08/09/2022
Synthetic Aperture Radar Image Change Detection via Layer Attention-Based Noise-Tolerant Network
Recently, change detection methods for synthetic aperture radar (SAR) im...
research
∙
04/29/2022
FPGA Acceleration of Image Reconstruction for Real-Time Photoacoustic Tomography
Photoacoustic (PA) imaging has been widely applied in both preclinical a...
research
∙
03/13/2022
Change Detection from Synthetic Aperture Radar Images via Dual Path Denoising Network
Benefited from the rapid and sustainable development of synthetic apertu...
research
∙
02/08/2022
Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation
Semi-supervised learning (SSL), which aims at leveraging a few labeled i...
research
∙
01/22/2022
Change Detection from Synthetic Aperture Radar Images via Graph-Based Knowledge Supplement Network
Synthetic aperture radar (SAR) image change detection is a vital yet cha...
research
∙
01/22/2022
Adaptive DropBlock Enhanced Generative Adversarial Networks for Hyperspectral Image Classification
In recent years, hyperspectral image (HSI) classification based on gener...
research
∙
01/22/2022
SAR Image Change Detection Based on Multiscale Capsule Network
Traditional synthetic aperture radar image change detection methods base...
research
∙
11/04/2021
Physics-Guided Generative Adversarial Networks for Sea Subsurface Temperature Prediction
Sea subsurface temperature, an essential component of aquatic wildlife, ...
research
∙
09/08/2021
RepNAS: Searching for Efficient Re-parameterizing Blocks
In the past years, significant improvements in the field of neural archi...
research
∙
07/02/2021
Heterogeneous Graph Attention Network for Multi-hop Machine Reading Comprehension
Multi-hop machine reading comprehension is a challenging task in natural...
research
∙
06/11/2021
Learning the Precise Feature for Cluster Assignment
Clustering is one of the fundamental tasks in computer vision and patter...
research
∙
05/27/2021
Towards Efficient Full 8-bit Integer DNN Online Training on Resource-limited Devices without Batch Normalization
Huge computational costs brought by convolution and batch normalization ...
research
∙
04/29/2021
Capability Iteration Network for Robot Path Planning
Path planning is an important topic in robotics. Recently, value iterati...
research
∙
04/14/2021
Change Detection in Synthetic Aperture Radar Images Using a Dual-Domain Network
Change detection from synthetic aperture radar (SAR) imagery is a critic...
research
∙
04/07/2021
Deep Transformers for Fast Small Intestine Grounding in Capsule Endoscope Video
Capsule endoscopy is an evolutional technique for examining and diagnosi...
research
∙
04/06/2021
Hyperspectral and LiDAR data classification based on linear self-attention
An efficient linear self-attention fusion model is proposed in this pape...
research
∙
04/06/2021
Change Detection from SAR Images Based on Deformable Residual Convolutional Neural Networks
Convolutional neural networks (CNN) have made great progress for synthet...
research
∙
03/29/2021
Remote Sensing Image Translation via Style-Based Recalibration Module and Improved Style Discriminator
Existing remote sensing change detection methods are heavily affected by...
research
∙
12/04/2020
Photoacoustic Image Reconstruction Beyond Supervised to Compensate Limit-view and Remove Artifacts
Photoacoustic computed tomography (PACT) reconstructs the initial pressu...
research
∙
11/18/2020
Attentional Separation-and-Aggregation Network for Self-supervised Depth-Pose Learning in Dynamic Scenes
Learning depth and ego-motion from unlabeled videos via self-supervision...
research
∙
11/12/2020
Generalized Inverse Planning: Learning Lifted non-Markovian Utility for Generalizable Task Representation
In searching for a generalizable representation of temporally extended t...
research
∙
08/25/2020
Conceptualized Representation Learning for Chinese Biomedical Text Mining
Biomedical text mining is becoming increasingly important as the number ...
research
∙
08/10/2020
Deep learning for photoacoustic imaging: a survey
Machine learning has been developed dramatically and witnessed a lot of ...
research
∙
04/20/2020
Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Humanlike Common Sense
Recent progress in deep learning is essentially based on a "big data for...
research
∙
02/09/2020
Short Text Classification via Knowledge powered Attention with Similarity Matrix based CNN
Short text is becoming more and more popular on the web, such as Chat Me...
research
∙
01/31/2020
A Generative Adversarial Network for AI-Aided Chair Design
We present a method for improving human design of chairs. The goal of th...
research
∙
11/29/2019
Learning Perceptual Inference by Contrasting
"Thinking in pictures," [1] i.e., spatial-temporal reasoning, effortless...
research
∙
11/14/2019