| TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions | Nov 29, 2021 | AllDecoder | CodeCode Available | 1 |
| BCH-NLP at BioCreative VII Track 3: medications detection in tweets using transformer networks and multi-task learning | Nov 26, 2021 | AllData Augmentation | CodeCode Available | 0 |
| Not All Relations are Equal: Mining Informative Labels for Scene Graph Generation | Nov 26, 2021 | AllGraph Generation | —Unverified | 0 |
| CDNet is all you need: Cascade DCN based underwater object detection RCNN | Nov 25, 2021 | AllObject | CodeCode Available | 1 |
| One to Transfer All: A Universal Transfer Framework for Vision Foundation Model with Few Data | Nov 24, 2021 | All | —Unverified | 0 |
| Model Risk in Credit Portfolio Models | Nov 23, 2021 | Allmodel | —Unverified | 0 |
| Variance Reduction in Deep Learning: More Momentum is All You Need | Nov 23, 2021 | AllData Augmentation | —Unverified | 0 |
| On the power of adaptivity in statistical adversaries | Nov 19, 2021 | All | —Unverified | 0 |
| Perceiving and Modeling Density is All You Need for Image Dehazing | Nov 18, 2021 | AllImage Dehazing | CodeCode Available | 1 |
| An AI-based Learning Companion Promoting Lifelong Learning Opportunities for All | Nov 16, 2021 | AllLifelong learning | —Unverified | 0 |
| Are All the Datasets in Benchmark Necessary? A Pilot Study of Dataset Evaluation for Text Classification | Nov 16, 2021 | AllSentence | CodeCode Available | 0 |
| Speaker Profiling in Multi-party Conversations | Nov 16, 2021 | AllSpeaker Profiling | —Unverified | 0 |
| Rare Tokens Degenerate All Tokens: Improving Neural Text Generation via Adaptive Gradient Gating for Rare Token Embeddings | Nov 16, 2021 | AllLanguage Modeling | —Unverified | 0 |
| All in One: A Multi-Task Learning for Emoji, Sentiment and Emotion Analysis in Code-Mixed Text | Nov 16, 2021 | AllEmotion Recognition | —Unverified | 0 |
| Tokenization on the Number Line is All You Need | Nov 16, 2021 | AllLanguage Modeling | —Unverified | 0 |
| All Birds with One Stone: Multi-task Learning for Inference with One Forward Pass | Nov 16, 2021 | AllComputational Efficiency | —Unverified | 0 |
| One Agent To Rule Them All: Towards Multi-agent Conversational AI | Nov 16, 2021 | All | —Unverified | 0 |
| Feature-rich Open-vocabulary Interpretable Neural Representations for All of the World’s 7000 Languages | Nov 16, 2021 | All | —Unverified | 0 |
| Multimodal Learning: Are Captions All You Need? | Nov 16, 2021 | AllImage Captioning | —Unverified | 0 |
| Exploiting All Samples in Low-Resource Sentence Classification: Early Stopping and Initialization Parameters | Nov 12, 2021 | AllSentence | CodeCode Available | 0 |
| A soft thumb-sized vision-based sensor with accurate all-round force perception | Nov 10, 2021 | All | —Unverified | 0 |
| Gradients are Not All You Need | Nov 10, 2021 | All | CodeCode Available | 1 |
| Prune Once for All: Sparse Pre-Trained Language Models | Nov 10, 2021 | AllNatural Language Inference | —Unverified | 0 |
| Realizable Learning is All You Need | Nov 8, 2021 | AllLearning Theory | —Unverified | 0 |
| Minimum-lap-time Control Strategies for All-wheel Drive Electric Race Cars via Convex Optimization | Nov 8, 2021 | All | —Unverified | 0 |
| Learn one size to infer all: Exploiting translational symmetries in delay-dynamical and spatio-temporal systems using scalable neural networks | Nov 5, 2021 | All | —Unverified | 0 |
| SPECTRe: Substructure Processing, Enumeration, and Comparison Tool Resource: An efficient tool to encode all substructures of molecules represented in SMILES | Nov 5, 2021 | AllDrug Discovery | —Unverified | 0 |
| Is Bang-Bang Control All You Need? Solving Continuous Control with Bernoulli Policies | Nov 3, 2021 | AllBenchmarking | —Unverified | 0 |
| StyleGAN of All Trades: Image Manipulation with Only Pretrained StyleGAN | Nov 2, 2021 | AllImage Manipulation | CodeCode Available | 1 |
| Cascadable all-optical NAND gates using diffractive networks | Nov 2, 2021 | All | —Unverified | 0 |
| HW-TSC’s Participation at WMT 2021 Quality Estimation Shared Task | Nov 1, 2021 | AllData Augmentation | —Unverified | 0 |
| Small Model and In-Domain Data Are All You Need | Nov 1, 2021 | AllLanguage Modeling | —Unverified | 0 |
| Facebook AI’s WMT21 News Translation Task Submission | Nov 1, 2021 | AllReranking | CodeCode Available | 0 |
| ALL Dolphins Are Intelligent and SOME Are Friendly: Probing BERT for Nouns’ Semantic Properties and their Prototypicality | Nov 1, 2021 | All | CodeCode Available | 0 |
| Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids’ Representations | Nov 1, 2021 | All | —Unverified | 0 |
| Time-dependent Entity Embedding is not All You Need: A Re-evaluation of Temporal Knowledge Graph Completion Models under a Unified Framework | Nov 1, 2021 | AllEntity Embeddings | —Unverified | 0 |
| AMuSE-WSD: An All-in-one Multilingual System for Easy Word Sense Disambiguation | Nov 1, 2021 | AllWord Sense Disambiguation | —Unverified | 0 |
| How to Select One Among All ? An Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding | Nov 1, 2021 | Adversarial RobustnessAll | —Unverified | 0 |
| Don’t Discard All the Biased Instances: Investigating a Core Assumption in Dataset Bias Mitigation Techniques | Nov 1, 2021 | AllBias Detection | CodeCode Available | 0 |
| Bounds all around: training energy-based models with bidirectional bounds | Nov 1, 2021 | AllDensity Estimation | —Unverified | 0 |
| All-In-One: Artificial Association Neural Networks | Oct 31, 2021 | All | —Unverified | 0 |
| Backdoor Pre-trained Models Can Transfer to All | Oct 30, 2021 | AllBackdoor Attack | CodeCode Available | 0 |
| Hyperparameter Tuning is All You Need for LISTA | Oct 29, 2021 | AllRolling Shutter Correction | CodeCode Available | 1 |
| No One Representation to Rule Them All: Overlapping Features of Training Methods | Oct 20, 2021 | AllContrastive Learning | —Unverified | 0 |
| One model to enhance them all: array geometry agnostic multi-channel personalized speech enhancement | Oct 20, 2021 | AllAutomatic Speech Recognition | —Unverified | 0 |
| One Instrument to Rule Them All: The Bias and Coverage of Just-ID IV | Oct 20, 2021 | All | —Unverified | 0 |
| Auction design with ambiguity: Optimality of the first-price and all-pay auctions | Oct 16, 2021 | All | —Unverified | 0 |
| Nothing Wasted: Full Contribution Enforcement in Federated Edge Learning | Oct 15, 2021 | AllEdge-computing | —Unverified | 0 |
| Jurassic is (almost) All You Need: Few-Shot Meaning-to-Text Generation for Open-Domain Dialogue | Oct 15, 2021 | AllHallucination | —Unverified | 0 |
| Capacity of Group-invariant Linear Readouts from Equivariant Representations: How Many Objects can be Linearly Classified Under All Possible Views? | Oct 14, 2021 | All | CodeCode Available | 0 |