research
∙
09/15/2023
Cure the headache of Transformers via Collinear Constrained Attention
As the rapid progression of practical applications based on Large Langua...
share
research
∙
09/10/2023
One-Bit-Aided Modulo Sampling for DOA Estimation
Modulo sampling or unlimited sampling has recently drawn a great deal of...
research
∙
05/04/2023
UrbanBIS: a Large-scale Benchmark for Fine-grained Urban Building Instance Segmentation
We present the UrbanBIS benchmark for large-scale 3D urban understanding...
research
∙
04/17/2023
InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction
Large language models have unlocked strong multi-task capabilities from ...
research
∙
03/18/2023
A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models
GPT series models, such as GPT-3, CodeX, InstructGPT, ChatGPT, and so on...
research
∙
03/17/2023
IRGen: Generative Modeling for Image Retrieval
While generative modeling has been ubiquitous in natural language proces...
research
∙
02/10/2023
CCDN: Checkerboard Corner Detection Network for Robust Camera Calibration
Aiming to improve the checkerboard corner detection robustness against t...
research
∙
02/01/2023
CoderEval: A Benchmark of Pragmatic Code Generation with Generative Pre-trained Models
Code generation models based on the pre-training and fine-tuning paradig...
research
∙
11/13/2022
SMR: Satisfied Machine Ratio Modeling for Machine Recognition-Oriented Image and Video Compression
Tons of images and videos are fed into machines for visual recognition a...
research
∙
10/24/2022
Graph Reinforcement Learning-based CNN Inference Offloading in Dynamic Edge Computing
This paper studies the computational offloading of CNN inference in dyna...
research
∙
09/01/2022
Temporal Conditional VAE for Distributional Drift Adaptation in Multivariate Time Series
Due to the nonstationary nature, the distribution of real-world multivar...
research
∙
09/01/2022
An Ion Exchange Mechanism Inspired Story Ending Generator for Different Characters
Story ending generation aims at generating reasonable endings for a give...
research
∙
08/23/2022
AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results
This paper reviews the Challenge on Super-Resolution of Compressed Image...
research
∙
08/19/2022
Causal Intervention Improves Implicit Sentiment Analysis
Despite having achieved great success for sentiment analysis, existing n...
research
∙
08/15/2022
Crowd Counting on Heavily Compressed Images with Curriculum Pre-Training
JPEG image compression algorithm is a widely used technique for image si...
research
∙
07/26/2022
Efficient High-Resolution Deep Learning: A Survey
Cameras in modern devices such as smartphones, satellites and medical eq...
research
∙
03/27/2022
UV Volumes for Real-time Rendering of Editable Free-view Human Performance
Neural volume rendering has been proven to be a promising method for eff...
research
∙
12/12/2021
An Advanced Parallel PageRank Algorithm
Initially used to rank web pages, PageRank has now been applied in many ...
research
∙
12/03/2021
A Parallel PageRank Algorithm For Undirected Graph
PageRank is a fundamental property of graph and there have been plenty o...
research
∙
09/28/2021
Template-free Prompt Tuning for Few-shot NER
Prompt-based methods have been successfully applied in sentence-level fe...
research
∙
12/14/2020
Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders
Automatic chat summarization can help people quickly grasp important inf...
research
∙
10/28/2020
AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?
With the unprecedented developments in deep learning, automatic segmenta...
research
∙
09/12/2020
FuxiCTR: An Open Benchmark for Click-Through Rate Prediction
In many applications, such as recommender systems, online advertising, a...
research
∙
09/04/2020
Multivariate Time-series Anomaly Detection via Graph Attention Network
Anomaly detection on multivariate time-series is of great importance in ...
research
∙
02/17/2020
Fluid flow through anisotropic and deformable double porosity media with ultra-low matrix permeability: A continuum framework
Fractured porous media or double porosity media are common in nature. At...
research
∙
10/18/2019
DLB: Deep Learning Based Load Balancing
Load balancing mechanisms have been widely adopted by distributed platfo...
research
∙
09/24/2019
Examining effects of green revolution led agricultural expansion on net ecosystem service values in India using multiple valuation approaches
Ecosystem Services are a bundle of natural processes and functions that ...
research
∙
09/08/2019
Self-driving scale car trained by Deep reinforcement Learning
This paper considers the problem of self-driving algorithm based on deep...
research
∙
08/14/2019
Person Re-identification in Aerial Imagery
Nowadays, with the rapid development of consumer Unmanned Aerial Vehicle...
research
∙
11/09/2018
