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目录

1. Attention-Based Neural Networks for Sentiment Attitude Extraction using Distant Supervision [PDF] 摘要
2. Efficient Constituency Parsing by Pointing [PDF] 摘要
3. A High-Quality Multilingual Dataset for Structured Documentation Translation [PDF] 摘要
4. One Model to Pronounce Them All: Multilingual Grapheme-to-Phoneme Conversion With a Transformer Ensemble [PDF] 摘要
5. Classifying Referential and Non-referential It Using Gaze [PDF] 摘要
6. Supervised Understanding of Word Embeddings [PDF] 摘要
7. Automating Text Naturalness Evaluation of NLG Systems [PDF] 摘要
8. Document Classification for COVID-19 Literature [PDF] 摘要
9. Benchmark and Best Practices for Biomedical Knowledge Graph Embeddings [PDF] 摘要
10. The NetHack Learning Environment [PDF] 摘要
11. Differentiable Window for Dynamic Local Attention [PDF] 摘要
12. Crossmodal Language Grounding in an Embodied Neurocognitive Model [PDF] 摘要
13. Black-box Adaptation of ASR for Accented Speech [PDF] 摘要
14. On Analyzing Annotation Consistency in Online Abusive Behavior Datasets [PDF] 摘要
15. Accelerated Large Batch Optimization of BERT Pretraining in 54 minutes [PDF] 摘要
16. Robot Object Retrieval with Contextual Natural Language Queries [PDF] 摘要
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目录

1. Instant 3D Object Tracking with Applications in Augmented Reality [PDF] 摘要
2. Towards Robust Sensor Fusion in Visual Perception [PDF] 摘要
3. Facing the Hard Problems in FGVC [PDF] 摘要
4. Efficient Spatially Adaptive Convolution and Correlation [PDF] 摘要
5. Boundary Regularized Building Footprint Extraction From Satellite Images Using Deep Neural Network [PDF] 摘要
6. ObjectNav Revisited: On Evaluation of Embodied Agents Navigating to Objects [PDF] 摘要
7. Joint Detection and Multi-Object Tracking with Graph Neural Networks [PDF] 摘要
8. Calibrated Adversarial Refinement for Multimodal Semantic Segmentation [PDF] 摘要
9. Distilling Object Detectors with Task Adaptive Regularization [PDF] 摘要
10. Single-Shot 3D Detection of Vehicles from Monocular RGB Images via Geometry Constrained Keypoints in Real-Time [PDF] 摘要
11. DCNNs: A Transfer Learning comparison of Full Weapon Family threat detection forDual-Energy X-Ray Baggage Imagery [PDF] 摘要
12. Rotation Invariant Deep CBIR [PDF] 摘要
13. Motion Representation Using Residual Frames with 3D CNN [PDF] 摘要
14. Exemplar Loss for Siamese Network in Visual Tracking [PDF] 摘要
15. FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search [PDF] 摘要
16. PFGDF: Pruning Filter via Gaussian Distribution Feature for Deep Neural Networks Acceleration [PDF] 摘要
17. Probabilistic Crowd GAN: Multimodal Pedestrian Trajectory Prediction using a Graph Vehicle-Pedestrian Attention Network [PDF] 摘要
18. Scribble2Label: Scribble-Supervised Cell Segmentation via Self-Generating Pseudo-Labels with Consistency [PDF] 摘要
19. SLV: Spatial Likelihood Voting for Weakly Supervised Object Detection [PDF] 摘要
20. Non-parametric spatially constrained local prior for scene parsing on real-world data [PDF] 摘要
21. Object recognition through pose and shape estimation [PDF] 摘要
22. NeuralScale: Efficient Scaling of Neurons for Resource-Constrained Deep Neural Networks [PDF] 摘要
23. MSMD-Net: Deep Stereo Matching with Multi-scale and Multi-dimension Cost Volume [PDF] 摘要
24. Increased-Range Unsupervised Monocular Depth Estimation [PDF] 摘要
25. Surpassing Real-World Source Training Data: Random 3D Characters for Generalizable Person Re-Identification [PDF] 摘要
26. Discriminative Feature Alignment: ImprovingTransferability of Unsupervised DomainAdaptation by Gaussian-guided LatentAlignment [PDF] 摘要
27. Benchmarking features from different radiomics toolkits / toolboxes using Image Biomarkers Standardization Initiative [PDF] 摘要
28. PoseGAN: A Pose-to-Image Translation Framework for Camera Localization [PDF] 摘要
29. CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks [PDF] 摘要
30. iffDetector: Inference-aware Feature Filtering for Object Detection [PDF] 摘要
31. Deep Learning of Unified Region, Edge, and Contour Models for Automated Image Segmentation [PDF] 摘要
32. Contrastive Generative Adversarial Networks [PDF] 摘要
33. AFDet: Anchor Free One Stage 3D Object Detection [PDF] 摘要
34. RP2K: A Large-Scale Retail Product Dataset forFine-Grained Image Classification [PDF] 摘要
35. Drive-Net: Convolutional Network for Driver Distraction Detection [PDF] 摘要
36. Laplacian Mixture Model Point Based Registration [PDF] 摘要
37. LAMP: Large Deep Nets with Automated Model Parallelism for Image Segmentation [PDF] 摘要
38. A Survey on Deep Learning for Localization and Mapping: Towards the Age of Spatial Machine Intelligence [PDF] 摘要
39. Frost filtered scale-invariant feature extraction and multilayer perceptron for hyperspectral image classification [PDF] 摘要
40. Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors [PDF] 摘要
41. Simple and Effective VAE Training with Calibrated Decoders [PDF] 摘要
42. MANTRA: A Machine Learning reference lightcurve dataset for astronomical transient event recognition [PDF] 摘要
43. Deep Polynomial Neural Networks [PDF] 摘要
44. Bridging the Theoretical Bound and Deep Algorithms for Open Set Domain Adaptation [PDF] 摘要
45. Rotation-Equivariant Neural Networks for Privacy Protection [PDF] 摘要
46. Joint Left Atrial Segmentation and Scar Quantification Based on a DNN with Spatial Encoding and Shape Attention [PDF] 摘要
47. Deep Attentive Wasserstein Generative Adversarial Networks for MRI Reconstruction with Recurrent Context-Awareness [PDF] 摘要
48. Scale-Space Autoencoders for Unsupervised Anomaly Segmentation in Brain MRI [PDF] 摘要
49. Sparse-RS: a versatile framework for query-efficient sparse black-box adversarial attacks [PDF] 摘要
50. 3D Probabilistic Segmentation and Volumetry from 2D projection images [PDF] 摘要
51. Post-hoc Calibration of Neural Networks [PDF] 摘要
52. Calibration of Neural Networks using Splines [PDF] 摘要
53. Learning Physical Constraints with Neural Projections [PDF] 摘要
54. Semi-Supervised Learning for Fetal Brain MRI Quality Assessment with ROI consistency [PDF] 摘要
55. Generalized Grasping for Mechanical Grippers for Unknown Objects with Partial Point Cloud Representations [PDF] 摘要
56. Inexact Derivative-Free Optimization for Bilevel Learning [PDF] 摘要
57. Perceptual Adversarial Robustness: Defense Against Unseen Threat Models [PDF] 摘要
58. Semantic Features Aided Multi-Scale Reconstruction of Inter-Modality Magnetic Resonance Images [PDF] 摘要
59. Just How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and Data Poisoning Attacks [PDF] 摘要
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目录

1. Combining Neural Language Models for WordSense Induction [PDF] 摘要
2. Domain Adaptation for Semantic Parsing [PDF] 摘要
3. Can you tell? SSNet -- a Sagittal Stratum-inspired Neural Network Framework for Sentiment Analysis [PDF] 摘要
4. NLPContributions: An Annotation Scheme for Machine Reading of Scholarly Contributions in Natural Language Processing Literature [PDF] 摘要
5. Inductive Unsupervised Domain Adaptation for Few-Shot Classification via Clustering [PDF] 摘要
6. Keyframe Segmentation and Positional Encoding for Video-guided Machine Translation Challenge 2020 [PDF] 摘要
7. Unsupervised Evaluation of Interactive Dialog with DialoGPT [PDF] 摘要
8. Exploring Software Naturalness throughNeural Language Models [PDF] 摘要
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目录

1. Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions [PDF] 摘要
2. A Step Towards Interpretable Authorship Verification [PDF] 摘要
3. Dirichlet-Smoothed Word Embeddings for Low-Resource Settings [PDF] 摘要
4. MedLatin1 and MedLatin2: Two Datasets for the Computational Authorship Analysis of Medieval Latin Texts [PDF] 摘要
5. Shared Task on Evaluating Accuracy in Natural Language Generation [PDF] 摘要
6. ReCO: A Large Scale Chinese Reading Comprehension Dataset on Opinion [PDF] 摘要
7. Exploiting Non-Taxonomic Relations for Measuring Semantic Similarity and Relatedness in WordNet [PDF] 摘要
8. Clinical Predictive Keyboard using Statistical and Neural Language Modeling [PDF] 摘要
9. Efficient text generation of user-defined topic using generative adversarial networks [PDF] 摘要
10. Students Need More Attention: BERT-based AttentionModel for Small Data with Application to AutomaticPatient Message Triage [PDF] 摘要
11. A Survey on Machine Reading Comprehension: Tasks, Evaluation Metrics, and Benchmark Datasets [PDF] 摘要
12. Labeling Explicit Discourse Relations using Pre-trained Language Models [PDF] 摘要
13. AdvAug: Robust Adversarial Augmentation for Neural Machine Translation [PDF] 摘要
14. The NYU-CUBoulder Systems for SIGMORPHON 2020 Task 0 and Task 2 [PDF] 摘要
15. Enriching Large-Scale Eventuality Knowledge Graph with Entailment Relations [PDF] 摘要
16. The Importance of Category Labels in Grammar Induction with Child-directed Utterances [PDF] 摘要
17. MDR Cluster-Debias: A Nonlinear WordEmbedding Debiasing Pipeline [PDF] 摘要
18. Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble [PDF] 摘要
19. Studying Attention Models in Sentiment Attitude Extraction Task [PDF] 摘要
20. AraDIC: Arabic Document Classification using Image-Based Character Embeddings and Class-Balanced Loss [PDF] 摘要
21. Learning aligned embeddings for semi-supervised word translation using Maximum Mean Discrepancy [PDF] 摘要
22. SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection [PDF] 摘要
23. Seq2Seq and Joint Learning Based Unix Command Line Prediction System [PDF] 摘要
24. Named Entity Extraction with Finite State Transducers [PDF] 摘要
25. Memory Transformer [PDF] 摘要
26. Sarcasm Detection in Tweets with BERT and GloVe Embeddings [PDF] 摘要
27. Improving Query Safety at Pinterest [PDF] 摘要
28. wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations [PDF] 摘要
29. SqueezeBERT: What can computer vision teach NLP about efficient neural networks? [PDF] 摘要
30. Limits to Depth Efficiencies of Self-Attention [PDF] 摘要
31. Deep Job Understanding at LinkedIn [PDF] 摘要
32. Examination of community sentiment dynamics due to covid-19 pandemic: a case study from Australia [PDF] 摘要
33. Self-Supervised Representations Improve End-to-End Speech Translation [PDF] 摘要
34. A Self-Attention Network based Node Embedding Model [PDF] 摘要
35. Improving Image Captioning with Better Use of Captions [PDF] 摘要
36. Match$^2$: A Matching over Matching Model for Similar Question Identification [PDF] 摘要
37. IQA: Interactive Query Construction in Semantic Question Answering Systems [PDF] 摘要
38. Towards a self-organizing pre-symbolic neural model representing sensorimotor primitives [PDF] 摘要
39. M2P2: Multimodal Persuasion Prediction using Adaptive Fusion [PDF] 摘要
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目录

1. Center-based 3D Object Detection and Tracking [PDF] 摘要
2. Consistency Guided Scene Flow Estimation [PDF] 摘要
3. Lookahead Adversarial Semantic Segmentation [PDF] 摘要
4. Unified Representation Learning for Efficient Medical Image Analysis [PDF] 摘要
5. Frustratingly Simple Domain Generalization via Image Stylization [PDF] 摘要
6. Adaptive feature recombination and recalibration for semantic segmentation with Fully Convolutional Networks [PDF] 摘要
7. Evaluation Of Hidden Markov Models Using Deep CNN Features In Isolated Sign Recognition [PDF] 摘要
8. Emotion Recognition on large video dataset based on Convolutional Feature Extractor and Recurrent Neural Network [PDF] 摘要
9. iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networks [PDF] 摘要
10. Compositional Learning of Image-Text Query for Image Retrieval [PDF] 摘要
11. Pupil Center Detection Approaches: A comparative analysis [PDF] 摘要
12. Deep Transformation-Invariant Clustering [PDF] 摘要
13. Deep Learning-based Single Image Face Depth Data Enhancement [PDF] 摘要
14. Wave Propagation of Visual Stimuli in Focus of Attention [PDF] 摘要
15. Cross-denoising Network against Corrupted Labels in Medical Image Segmentation with Domain Shift [PDF] 摘要
16. Attention Mesh: High-fidelity Face Mesh Prediction in Real-time [PDF] 摘要
17. Keep Your AI-es on the Road: Tackling Distracted Driver Detection with Convolutional Neural Networks and Targetted Data Augmentation [PDF] 摘要
18. Melanoma Diagnosis with Spatio-Temporal Feature Learning on Sequential Dermoscopic Images [PDF] 摘要
19. Hyperparameter Analysis for Image Captioning [PDF] 摘要
20. Generative Patch Priors for Practical Compressive Image Recovery [PDF] 摘要
21. Model-Aware Regularization For Learning Approaches To Inverse Problems [PDF] 摘要
22. Shop The Look: Building a Large Scale Visual Shopping System at Pinterest [PDF] 摘要
23. Image classification in frequency domain with 2SReLU: a second harmonics superposition activation function [PDF] 摘要
24. Deep Image Translation for Enhancing Simulated Ultrasound Images [PDF] 摘要
25. Learning non-rigid surface reconstruction from spatio-temporal image patches [PDF] 摘要
26. Bootstrapping Complete The Look at Pinterest [PDF] 摘要
27. Poisson Learning: Graph Based Semi-Supervised Learning At Very Low Label Rates [PDF] 摘要
28. Concatenated Attention Neural Network for Image Restoration [PDF] 摘要
29. From Discrete to Continuous Convolution Layers [PDF] 摘要
30. A machine learning-based method for estimating the number and orientations of major fascicles in diffusion-weighted magnetic resonance imaging [PDF] 摘要
31. Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features [PDF] 摘要
32. Recovering Petaflops in Contrastive Semi-Supervised Learning of Visual Representations [PDF] 摘要
33. DS6: Deformation-aware learning for small vessel segmentation with small, imperfectly labeled dataset [PDF] 摘要
34. On min-max affine approximants of convex or concave real valued functions from $ \mathbb R^k$, Chebyshev equioscillation and graphics [PDF] 摘要
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目录

1. New Vietnamese Corpus for Machine ReadingComprehension of Health News Articles [PDF] 摘要
2. Exploring Processing of Nested Dependencies in Neural-Network Language Models and Humans [PDF] 摘要
3. Dataset for Automatic Summarization of Russian News [PDF] 摘要
4. A Survey of Syntactic-Semantic Parsing Based on Constituent and Dependency Structures [PDF] 摘要
5. Sentiment Frames for Attitude Extraction in Russian [PDF] 摘要
6. Neural Topic Modeling with Continual Lifelong Learning [PDF] 摘要
7. Graphs with Multiple Sources per Vertex [PDF] 摘要
8. A Qualitative Evaluation of Language Models on Automatic Question-Answering for COVID-19 [PDF] 摘要
9. Joint Speaker Counting, Speech Recognition, and Speaker Identification for Overlapped Speech of Any Number of Speakers [PDF] 摘要
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目录

1. Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains [PDF] 摘要
2. Differentiable Augmentation for Data-Efficient GAN Training [PDF] 摘要
3. Spin-Weighted Spherical CNNs [PDF] 摘要
4. Diverse Image Generation via Self-Conditioned GANs [PDF] 摘要
5. Cyclic Differentiable Architecture Search [PDF] 摘要
6. Ocean: Object-aware Anchor-free Tracking [PDF] 摘要
7. Unsupervised out-of-distribution detection using kernel density estimation [PDF] 摘要
8. Latent Video Transformer [PDF] 摘要
9. Semi-Supervised Recognition under a Noisy and Fine-grained Dataset [PDF] 摘要
10. Dissecting Deep Networks into an Ensemble of Generative Classifiers for Robust Predictions [PDF] 摘要
11. Multi-Density Sketch-to-Image Translation Network [PDF] 摘要
12. Online Deep Clustering for Unsupervised Representation Learning [PDF] 摘要
13. Use of in-the-wild images for anomaly detection in face anti-spoofing [PDF] 摘要
14. SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification [PDF] 摘要
15. Neural Graphics Pipeline for Controllable Image Generation [PDF] 摘要
16. MOSQUITO-NET: A deep learning based CADx system for malaria diagnosis along with model interpretation using GradCam and class activation maps [PDF] 摘要
17. Contrastive learning of global and local features for medical image segmentation with limited annotations [PDF] 摘要
18. Distillation of neural network models for detection and description of key points of images [PDF] 摘要
19. ReenactNet: Real-time Full Head Reenactment [PDF] 摘要
20. Real-Time Monocular 4D Face Reconstruction using the LSFM models [PDF] 摘要
21. Language Guided Networks for Cross-modal Moment Retrieval [PDF] 摘要
22. Deep Multitask Learning for Pervasive BMI Estimation and Identity Recognition in Smart Beds [PDF] 摘要
23. Learning High-Resolution Domain-Specific Representations with a GAN Generator [PDF] 摘要
24. Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax [PDF] 摘要
25. Fourth-Order Anisotropic Diffusion for Inpainting and Image Compression [PDF] 摘要
26. SceneAdapt: Scene-based domain adaptation for semantic segmentation using adversarial learning [PDF] 摘要
27. 3D Pipe Network Reconstruction Based on Structure from Motion with Incremental Conic Shape Detection and Cylindrical Constraint [PDF] 摘要
28. Video Semantic Segmentation with Distortion-Aware Feature Correction [PDF] 摘要
29. On the Robustness of Active Learning [PDF] 摘要
30. Automated Radiological Report Generation For Chest X-Rays With Weakly-Supervised End-to-End Deep Learning [PDF] 摘要
31. Cascaded Regression Tracking: Towards Online Hard Distractor Discrimination [PDF] 摘要
32. Joint Contrastive Learning for Unsupervised Domain Adaptation [PDF] 摘要
33. Video Moment Localization using Object Evidence and Reverse Captioning [PDF] 摘要
34. Progressively Unfreezing Perceptual GAN [PDF] 摘要
35. Sequential Graph Convolutional Network for Active Learning [PDF] 摘要
36. MediaPipe Hands: On-device Real-time Hand Tracking [PDF] 摘要
37. UV-Net: Learning from Curve-Networks and Solids [PDF] 摘要
38. BlazePose: On-device Real-time Body Pose tracking [PDF] 摘要
39. HyNet: Local Descriptor with Hybrid Similarity Measure and Triplet Loss [PDF] 摘要
40. Head2Head++: Deep Facial Attributes Re-Targeting [PDF] 摘要
41. TearingNet: Point Cloud Autoencoder to Learn Topology-Friendly Representations [PDF] 摘要
42. Sky Optimization: Semantically aware image processing of skies in low-light photography [PDF] 摘要
43. Deep Network for Scatterer Distribution Estimation for Ultrasound Image Simulation [PDF] 摘要
44. M2Net: Multi-modal Multi-channel Network for Overall Survival Time Prediction of Brain Tumor Patients [PDF] 摘要
45. Interpreting the Latent Space of GANs via Correlation Analysis for Controllable Concept Manipulation [PDF] 摘要
46. Sustainable Recreational Fishing Using a Novel Electrical Muscle Stimulation (EMS) Lure and Ensemble Network Algorithm to Maximize Catch and Release Survivability [PDF] 摘要
47. Overcoming Statistical Shortcuts for Open-ended Visual Counting [PDF] 摘要
48. Forward Prediction for Physical Reasoning [PDF] 摘要
49. Fully Test-time Adaptation by Entropy Minimization [PDF] 摘要
50. Zero-Shot Learning with Common Sense Knowledge Graphs [PDF] 摘要
51. Set Distribution Networks: a Generative Model for Sets of Images [PDF] 摘要
52. On the Predictability of Pruning Across Scales [PDF] 摘要
53. Shapeshifter Networks: Cross-layer Parameter Sharing for Scalable and Effective Deep Learning [PDF] 摘要
54. A Review of 1D Convolutional Neural Networks toward Unknown Substance Identification in Portable Raman Spectrometer [PDF] 摘要
55. Gradient Amplification: An efficient way to train deep neural networks [PDF] 摘要
56. XRayGAN: Consistency-preserving Generation of X-ray Images from Radiology Reports [PDF] 摘要
57. ChestX-det10: Chest X-ray Dataset on Detection of Thoracic Abnormalities [PDF] 摘要
58. Structure and Design of HoloGen [PDF] 摘要
59. SXL: Spatially explicit learning of geographic processes with auxiliary tasks [PDF] 摘要
60. Automatic Speech Recognition Benchmark for Air-Traffic Communications [PDF] 摘要
61. Generating Fundus Fluorescence Angiography Images from Structure Fundus Images Using Generative Adversarial Networks [PDF] 摘要
62. Variational State-Space Models for Localisation and Dense 3D Mapping in 6 DoF [PDF] 摘要
63. Are you wearing a mask? Improving mask detection from speech using augmentation by cycle-consistent GANs [PDF] 摘要
64. A Practical Online Method for Distributionally Deep Robust Optimization [PDF] 摘要
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目录

1. AMALGUM -- A Free, Balanced, Multilayer English Web Corpus [PDF] 摘要
2. Explainable and Discourse Topic-aware Neural Language Understanding [PDF] 摘要
3. Pre-trained Language Models as Symbolic Reasoners over Knowledge? [PDF] 摘要
4. Deep Encoder, Shallow Decoder: Reevaluating the Speed-Quality Tradeoff in Machine Translation [PDF] 摘要
5. Extraction and Evaluation of Formulaic Expressions Used in Scholarly Papers [PDF] 摘要
6. Automatic Speech Recognition Benchmark for Air-Traffic Communications [PDF] 摘要
7. Octet: Online Catalog Taxonomy Enrichment with Self-Supervision [PDF] 摘要
8. Multi-branch Attentive Transformer [PDF] 摘要
9. STEAM: Self-Supervised Taxonomy Expansion with Mini-Paths [PDF] 摘要
10. SEAL: Segment-wise Extractive-Abstractive Long-form Text Summarization [PDF] 摘要
11. Political Advertising Dataset: the use case of the Polish 2020 Presidential Elections [PDF] 摘要
12. Is this Dialogue Coherent? Learning from Dialogue Acts and Entities [PDF] 摘要
13. Extensively Matching for Few-shot Learning Event Detection [PDF] 摘要
14. Zero-Shot Learning with Common Sense Knowledge Graphs [PDF] 摘要
15. Compositional Generalization by Learning Analytical Expressions [PDF] 摘要
16. Shapeshifter Networks: Cross-layer Parameter Sharing for Scalable and Effective Deep Learning [PDF] 摘要
17. MIMICS: A Large-Scale Data Collection for Search Clarification [PDF] 摘要
18. Overcoming Statistical Shortcuts for Open-ended Visual Counting [PDF] 摘要
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