conftrace_

deep learning

2118 papers

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DL

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neural network (6616) text classification (6793) convolutional neural network (4226) representation learning (6206) transfer learning (5449) deep neural network (1803) attention mechanism (4001) natural language processing (2034) image classification (1944) feature learning (1311)

Papers

Towards Trustworthy Deep Learning AAAI 2024
YOLOPitch: A Time-Frequency Dual-Branch YOLO Model for Pitch Estimation INTERSPEECH 2024
TaxoCritic: Exploring Credit Assignment in Taxonomy Induction with Multi-Critic Reinforcement Learning COLING 2024
Combining Deep Learning and Street View Imagery to Map Smallholder Crop Types AAAI 2024
TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases NIPS 2024
Temporal Dependencies and Spatio-Temporal Patterns of Time Series Models AAAI 2024
Methods for recovering conditional independence graphs (Abstract Reprint) IJCAI 2024
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era NIPS 2024
So Hateful! Building a Multi-Label Hate Speech Annotated Arabic Dataset COLING 2024
Active Deep Multi-view Clustering IJCAI 2024
VGGSfM: Visual Geometry Grounded Deep Structure From Motion CVPR 2024
Leveraging Natural Language Processing and Large Language Models for Assisting Due Diligence in the Legal Domain NAACL 2024
Simplicity Bias in Overparameterized Machine Learning AAAI 2024
Modular Blind Video Quality Assessment CVPR 2024
VoxBlink2: A 100K+ Speaker Recognition Corpus and the Open-Set Speaker-Identification Benchmark INTERSPEECH 2024
GSO-Net: Grid Surface Optimization via Learning Geometric Constraints AAAI 2024
CryoSPIN: Improving Ab-Initio Cryo-EM Reconstruction with Semi-Amortized Pose Inference NIPS 2024
WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking NIPS 2024
Deep Equilibrium Algorithmic Reasoning NIPS 2024
E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection NIPS 2024
Neural Mining of Persian Short Argumentative Texts COLING 2024
Improving Speech-Based Dysarthria Detection using Multi-task Learning with Gradient Projection INTERSPEECH 2024
On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey ACL 2024
C-Journal: A Journaling Application for Detecting and Classifying Cognitive Distortions Using Deep-Learning Based on a Crowd-sourced Dataset COLING 2024
Data-Driven Knowledge-Aware Inference of Private Information in Continuous Double Auctions AAAI 2024