Papers
Sun 17 Apr 2022
68 papers
- Attention Mechanism based Cognition-level Scene UnderstandingLLM reasoning → Multimodal reasoning
- Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment AnalysisMultimodal LLMs / vision-language models → VLM benchmarks and visual reasoning
- A Pre-study on Data Processing Pipelines for Roadside Object Detection Systems Towards Safer Road Infrastructure
- Learning to Transfer Role Assignment Across Team Sizes
- Addressing Leakage in Self-Supervised Contextualized Code Retrieval
- ParkPredict+: Multimodal Intent and Motion Prediction for Vehicles in Parking Lots with CNN and Transformer
- Residue-Based Natural Language Adversarial Attack Detection
- Learning Theory of Mind via Dynamic Traits Attribution
- SDGCCA: Supervised Deep Generalized Canonical Correlation Analysis for Multi-omics Integration
- U-Net and its variants for Medical Image Segmentation : A short review
- Language Contamination Helps Explain the Cross-lingual Capabilities of English Pretrained Models
- ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering
- Exploiting Embodied Simulation to Detect Novel Object Classes Through Interaction
- Monte Carlo Tree Search for Interpreting Stress in Natural Language
- kpfriends at SemEval-2022 Task 2: NEAMER -- Named Entity Augmented Multi-word Expression Recognizer
- Synthetic Distracted Driving (SynDD2) dataset for analyzing distracted behaviors and various gaze zones of a driver
- A Data-Driven Methodology for Considering Feasibility and Pairwise Likelihood in Deep Learning Based Guitar Tablature Transcription Systems
- Learning Compositional Representations for Effective Low-Shot Generalization
- CPFair: Personalized Consumer and Producer Fairness Re-ranking for Recommender Systems
- Learning 3D Semantics from Pose-Noisy 2D Images with Hierarchical Full Attention Network
- AfriWOZ: Corpus for Exploiting Cross-Lingual Transferability for Generation of Dialogues in Low-Resource, African Languages
- A Psycho-linguistic Analysis of BitChute
- Intelligent Explorations of the String Theory Landscape
- A Novel ASIC Design Flow using Weight-Tunable Binary Neurons as Standard Cells
- Self-Aware Personalized Federated Learning
- MUGEN: A Playground for Video-Audio-Text Multimodal Understanding and GENeration
- Evaluating Mixed-initiative Conversational Search Systems via User Simulation
- Continual Hippocampus Segmentation with Transformers
- NICO++: Towards Better Benchmarking for Domain Generalization
- Pathologies of Pre-trained Language Models in Few-shot Fine-tuning
- Federated Learning Cost Disparity for IoT Devices
- Limit theorems of Chatterjee's rank correlation
- An Adaptive Task-Related Component Analysis Method for SSVEP recognition
- Deep Learning based Automatic Detection of Dicentric Chromosome
- The Z-axis, X-axis, Weight and Disambiguation Methods for Constructing Local Reference Frame in 3D Registration: An Evaluation
- VDTR: Video Deblurring with Transformer
- PiouCrypt: Decentralized Lattice-based Method for Visual Symmetric Cryptography
- WikiOmnia: generative QA corpus on the whole Russian Wikipedia
- Nested Named Entity Recognition as Holistic Structure Parsing
- Knowledgeable Salient Span Mask for Enhancing Language Models as Knowledge Base
- Automatic spinal curvature measurement on ultrasound spine images using Faster R-CNN
- Fair Classification under Covariate Shift and Missing Protected Attribute -- an Investigation using Related Features
- Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED
- Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial Images
- Entropy-based Active Learning for Object Detection with Progressive Diversity Constraint
- Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection
- AFSC: Adaptive Fourier Space Compression for Anomaly Detection
- An Extendable, Efficient and Effective Transformer-based Object Detector
- Recurrent neural networks that generalize from examples and optimize by dreaming
- Learning with Signatures
- Integrated In-vehicle Monitoring System Using 3D Human Pose Estimation and Seat Belt Segmentation
- DR-GAN: Distribution Regularization for Text-to-Image Generation
- Global-Supervised Contrastive Loss and View-Aware-Based Post-Processing for Vehicle Re-Identification
- Wound Severity Classification using Deep Neural Network
- Unsupervised Cross-Task Generalization via Retrieval Augmentation
- Causal Intervention for Subject-Deconfounded Facial Action Unit Recognition
- Towards Comprehensive Testing on the Robustness of Cooperative Multi-agent Reinforcement Learning
- On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models?
- In Defense of Subspace Tracker: Orthogonal Embedding for Visual Tracking
- StyleT2F: Generating Human Faces from Textual Description Using StyleGAN2
- Accelerated MRI With Deep Linear Convolutional Transform Learning
- Fast Multi-grid Methods for Minimizing Curvature Energy
- Cognitive Architecture for Decision-Making Based on Brain Principles Programming
- A Survivor in the Era of Large-Scale Pretraining: An Empirical Study of One-Stage Referring Expression Comprehension
- MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction
- Turing's cascade instability supports the coordination of the mind, brain, and behavior
- Video Action Detection: Analysing Limitations and Challenges
- SymForce: Symbolic Computation and Code Generation for Robotics