Pit30M: A Benchmark for Global Localization in the Age of Self-Driving Cars Dec 23, 2020 LIDAR Semantic Segmentation Retrieval
Code Code Available 1Deep Unsupervised Image Hashing by Maximizing Bit Entropy Dec 22, 2020 Deep Hashing Retrieval
Code Code Available 1Image Translation via Fine-grained Knowledge Transfer Dec 21, 2020 Retrieval Style Transfer
Code Code Available 1Cross-domain Retrieval in the Legal and Patent Domains: a Reproducibility Study Dec 21, 2020 Information Retrieval Language Modelling
Code Code Available 1Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference Dec 16, 2020 Feature Engineering Medical Question Answering
Code Code Available 1Keyword-Guided Neural Conversational Model Dec 15, 2020 Knowledge Graphs model
Code Code Available 1FMODetect: Robust Detection of Fast Moving Objects Dec 15, 2020 Deblurring Image Matting
Code Code Available 1Weakly Supervised Label Smoothing Dec 15, 2020 Learning-To-Rank Passage Retrieval
Code Code Available 1Understanding Image Retrieval Re-Ranking: A Graph Neural Network Perspective Dec 14, 2020 Drone-view target localization GPU
Code Code Available 1LayoutGMN: Neural Graph Matching for Structural Layout Similarity Dec 11, 2020 Graph Matching Metric Learning
Code Code Available 1Disentangling Derivatives, Uncertainty and Error in Gaussian Process Models Dec 9, 2020 Earth Observation Gaussian Processes
Code Code Available 1Variational Interaction Information Maximization for Cross-domain Disentanglement Dec 8, 2020 Disentanglement Image Retrieval
Code Code Available 1Globetrotter: Connecting Languages by Connecting Images Dec 8, 2020 Machine Translation Retrieval
Code Code Available 1StacMR: Scene-Text Aware Cross-Modal Retrieval Dec 8, 2020 Cross-Modal Retrieval Information Retrieval
Code Code Available 1Distilling Knowledge from Reader to Retriever for Question Answering Dec 8, 2020 Information Retrieval Knowledge Distillation
Code Code Available 1Structural Text Segmentation of Legal Documents Dec 7, 2020 Change Detection Information Retrieval
Code Code Available 1Learning Equivariant Representations Dec 4, 2020 3D Shape Classification General Classification
Code Code Available 1PeR-ViS: Person Retrieval in Video Surveillance using Semantic Description Dec 4, 2020 Human Detection Instance Segmentation
Code Code Available 1DenserNet: Weakly Supervised Visual Localization Using Multi-scale Feature Aggregation Dec 4, 2020 Image Retrieval Retrieval
Code Code Available 1Saying No is An Art: Contextualized Fallback Responses for Unanswerable Dialogue Queries Dec 3, 2020 Retrieval
Code Code Available 1SuperLoss: A Generic Loss for Robust Curriculum Learning Dec 1, 2020 image-classification Image Classification
Code Code Available 1Soft Contrastive Learning for Visual Localization Dec 1, 2020 Contrastive Learning Image Retrieval
Code Code Available 1CodeCMR: Cross-Modal Retrieval For Function-Level Binary Source Code Matching Dec 1, 2020 Computer Security Cross-Modal Retrieval
Code Code Available 1MVTN: Multi-View Transformation Network for 3D Shape Recognition Nov 26, 2020 3D Classification 3D Object Retrieval
Code Code Available 1Benchmarking Image Retrieval for Visual Localization Nov 24, 2020 Autonomous Driving Benchmarking
Code Code Available 1Towards Zero-shot Cross-lingual Image Retrieval Nov 24, 2020 Image Retrieval Retrieval
Code Code Available 1Peeking inside the Black Box: Interpreting Deep Learning Models for Exoplanet Atmospheric Retrievals Nov 23, 2020 Retrieval
Code Code Available 1Re-identification = Retrieval + Verification: Back to Essence and Forward with a New Metric Nov 23, 2020 Image Retrieval Retrieval
Code Code Available 1Large Scale Multimodal Classification Using an Ensemble of Transformer Models and Co-Attention Nov 23, 2020 Classification General Classification
Code Code Available 1QuerYD: A video dataset with high-quality text and audio narrations Nov 22, 2020 Retrieval Video Understanding
Code Code Available 1Shuffle and Learn: Minimizing Mutual Information for Unsupervised Hashing Nov 20, 2020 Image Retrieval Person Re-Identification
Code Code Available 1TFPnP: Tuning-free Plug-and-Play Proximal Algorithm with Applications to Inverse Imaging Problems Nov 18, 2020 compressed sensing Deep Reinforcement Learning
Code Code Available 1DeepSeqSLAM: A Trainable CNN+RNN for Joint Global Description and Sequence-based Place Recognition Nov 17, 2020 Autonomous Driving Autonomous Navigation
Code Code Available 1Learning the Best Pooling Strategy for Visual Semantic Embedding Nov 9, 2020 Cross-Modal Information Retrieval Image-text Retrieval
Code Code Available 1Adversarial Semantic Collisions Nov 9, 2020 Extractive Summarization Paraphrase Identification
Code Code Available 1IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian Languages Nov 8, 2020 Genre classification Multiple-choice
Code Code Available 1Text-to-Image Generation Grounded by Fine-Grained User Attention Nov 7, 2020 Image Generation Position
Code Code Available 1Entity Linking in 100 Languages Nov 5, 2020 Entity Disambiguation Entity Linking
Code Code Available 1CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search Nov 3, 2020 Domain Adaptation Few-Shot Learning
Code Code Available 1PREGAN: Pose Randomization and Estimation for Weakly Paired Image Style Translation Oct 31, 2020 object-detection Object Detection
Code Code Available 1Biomedical Concept Relatedness -- A large EHR-based benchmark Oct 30, 2020 Retrieval
Code Code Available 1Multimodal Metric Learning for Tag-based Music Retrieval Oct 30, 2020 Cross-Modal Retrieval Metric Learning
Code Code Available 1Retrieve, Program, Repeat: Complex Knowledge Base Question Answering via Alternate Meta-learning Oct 29, 2020 Knowledge Base Question Answering Meta-Learning
Code Code Available 1Flexible retrieval with NMSLIB and FlexNeuART Oct 28, 2020 Re-Ranking Retrieval
Code Code Available 1RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning Oct 27, 2020 Action Recognition Representation Learning
Code Code Available 1Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference Oct 25, 2020 Few-Shot Learning Goal-Oriented Dialog
Code Code Available 1COUGH: A Challenge Dataset and Models for COVID-19 FAQ Retrieval Oct 24, 2020 16k Retrieval
Code Code Available 1Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training Oct 23, 2020 Data-to-Text Generation Language Modeling
Code Code Available 1Answering Open-Domain Questions of Varying Reasoning Steps from Text Oct 23, 2020 Open-Domain Question Answering Question Answering
Code Code Available 1XOR QA: Cross-lingual Open-Retrieval Question Answering Oct 22, 2020 Articles Machine Translation
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