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09/02/2023
Explainability for Large Language Models: A Survey
Large language models (LLMs) have demonstrated impressive capabilities i...
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08/28/2023
RecMind: Large Language Model Powered Agent For Recommendation
Recent advancements in instructing Large Language Models (LLMs) to utili...
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07/26/2023
Words That Stick: Predicting Decision Making and Synonym Engagement Using Cognitive Biases and Computational Linguistics
This research draws upon cognitive psychology and information systems st...
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07/25/2023
One for Multiple: Physics-informed Synthetic Data Boosts Generalizable Deep Learning for Fast MRI Reconstruction
Magnetic resonance imaging (MRI) is a principal radiological modality th...
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06/06/2023
Student Classroom Behavior Detection based on Improved YOLOv7
Accurately detecting student behavior in classroom videos can aid in ana...
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05/29/2023
Reversible Deep Neural Network Watermarking:Matching the Floating-point Weights
Static deep neural network (DNN) watermarking embeds watermarks into the...
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05/23/2023
Interpretation of Time-Series Deep Models: A Survey
Deep learning models developed for time-series associated tasks have bec...
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05/12/2023
PALR: Personalization Aware LLMs for Recommendation
Large language models (LLMs) have recently received significant attentio...
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05/06/2023
Learning Hybrid Actor-Critic Maps for 6D Non-Prehensile Manipulation
Manipulating objects without grasping them is an essential component of ...
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03/17/2023
IRGen: Generative Modeling for Image Retrieval
While generative modeling has been ubiquitous in natural language proces...
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02/10/2023
Deep Seam Prediction for Image Stitching Based on Selection Consistency Loss
Image stitching is to construct panoramic images with wider field of vis...
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01/21/2023
SuperScaler: Supporting Flexible DNN Parallelization via a Unified Abstraction
With the growing model size, deep neural networks (DNN) are increasingly...
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11/06/2022
Graph Reinforcement Learning Application to Co-operative Decision-Making in Mixed Autonomy Traffic: Framework, Survey, and Challenges
Proper functioning of connected and automated vehicles (CAVs) is crucial...
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11/03/2022
Ground Plane Matters: Picking Up Ground Plane Prior in Monocular 3D Object Detection
The ground plane prior is a very informative geometry clue in monocular ...
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09/28/2022
Improving alignment of dialogue agents via targeted human judgements
We present Sparrow, an information-seeking dialogue agent trained to be ...
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07/05/2022
ReMix: A General and Efficient Framework for Multiple Instance Learning based Whole Slide Image Classification
Whole slide image (WSI) classification often relies on deep weakly super...
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06/30/2022
Transmissive RIS for 6G Communications: Design, Prototyping, and Experimental Demonstrations
Reconfigurable intelligent surface (RIS) has been widely considered as a...
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05/20/2022
NMA: Neural Multi-slot Auctions with Externalities for Online Advertising
Online advertising driven by auctions brings billions of dollars in reve...
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03/04/2022
Class-Aware Contrastive Semi-Supervised Learning
Pseudo-label-based semi-supervised learning (SSL) has achieved great suc...
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11/24/2021
NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion
This paper presents a unified multimodal pre-trained model called NÜWA t...
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06/10/2021
CAT: Cross Attention in Vision Transformer
Since Transformer has found widespread use in NLP, the potential of Tran...
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04/30/2021
GODIVA: Generating Open-DomaIn Videos from nAtural Descriptions
Generating videos from text is a challenging task due to its high comput...
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03/28/2021
Active RIS vs. Passive RIS: Which Will Prevail in 6G?
From 1G to 5G, wireless channels have been traditionally considered to b...
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09/08/2020
LaSOT: A High-quality Large-scale Single Object Tracking Benchmark
Despite great recent advances in visual tracking, its further developmen...
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03/31/2020
EvolveGraph: Heterogeneous Multi-Agent Multi-Modal Trajectory Prediction with Evolving Interaction Graphs
Multi-agent interacting systems are prevalent in the world, from pure ph...
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10/03/2019
Score-CAM:Improved Visual Explanations Via Score-Weighted Class Activation Mapping
Recently, more and more attention has been drawn into the internal mecha...
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09/20/2018
LaSOT: A High-quality Benchmark for Large-scale Single Object Tracking
In this paper, we present LaSOT, a high-quality benchmark for Large-scal...
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07/03/2018
