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| DεpS: Delayed ε-Shrinking for Faster Once-For-All Training | Jul 8, 2024 | AllGPU | —Unverified | 0 |
| An accurate detection is not all you need to combat label noise in web-noisy datasets | Jul 8, 2024 | AllContrastive Learning | CodeCode Available | 0 |
| Elevating All Zero-Shot Sketch-Based Image Retrieval Through Multimodal Prompt Learning | Jul 5, 2024 | AllImage Retrieval | CodeCode Available | 0 |
| Raw Text is All you Need: Knowledge-intensive Multi-turn Instruction Tuning for Large Language Model | Jul 3, 2024 | AllLanguage Modeling | —Unverified | 0 |
| Transferable-guided Attention Is All You Need for Video Domain Adaptation | Jul 1, 2024 | AllDomain Adaptation | CodeCode Available | 0 |
| Learning Frequency-Aware Dynamic Transformers for All-In-One Image Restoration | Jun 30, 2024 | AllDeblurring | —Unverified | 0 |
| Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP | Jun 29, 2024 | AllBook summarization | —Unverified | 0 |
| LightStereo: Channel Boost Is All Your Need for Efficient 2D Cost Aggregation | Jun 28, 2024 | AllStereo Matching | —Unverified | 0 |
| Wavelets Are All You Need for Autoregressive Image Generation | Jun 28, 2024 | AllImage Generation | —Unverified | 0 |
| MulTi-Wise Sampling: Trading Uniform T-Wise Feature Interaction Coverage for Smaller Samples | Jun 28, 2024 | All | —Unverified | 0 |
| All Random Features Representations are Equivalent | Jun 27, 2024 | All | —Unverified | 0 |
| Evaluating Quality of Answers for Retrieval-Augmented Generation: A Strong LLM Is All You Need | Jun 26, 2024 | AllRAG | —Unverified | 0 |
| Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning | Jun 25, 2024 | All | —Unverified | 0 |
| ELIZA Reinterpreted: The world's first chatbot was not intended as a chatbot at all | Jun 25, 2024 | AllChatbot | —Unverified | 0 |
| An All-MLP Sequence Modeling Architecture That Excels at Copying | Jun 23, 2024 | AllRelation | CodeCode Available | 0 |
| AllMatch: Exploiting All Unlabeled Data for Semi-Supervised Learning | Jun 22, 2024 | AllBinary Classification | —Unverified | 0 |
| LayerMatch: Do Pseudo-labels Benefit All Layers? | Jun 20, 2024 | AllAvg | —Unverified | 0 |
| Selected Languages are All You Need for Cross-lingual Truthfulness Transfer | Jun 20, 2024 | AllBenchmarking | CodeCode Available | 0 |
| Online Domain-Incremental Learning Approach to Classify Acoustic Scenes in All Locations | Jun 19, 2024 | Acoustic Scene ClassificationAll | —Unverified | 0 |
| Communication-Efficient and Privacy-Preserving Decentralized Meta-Learning | Jun 19, 2024 | AllFew-Shot Learning | —Unverified | 0 |
| One Fits All: Learning Fair Graph Neural Networks for Various Sensitive Attributes | Jun 19, 2024 | AllAttribute | CodeCode Available | 0 |
| MiSuRe is all you need to explain your image segmentation | Jun 18, 2024 | AllDecision Making | —Unverified | 0 |
| Not Everything is All You Need: Toward Low-Redundant Optimization for Large Language Model Alignment | Jun 18, 2024 | AllLanguage Modeling | CodeCode Available | 0 |
| Restorer: Removing Multi-Degradation with All-Axis Attention and Prompt Guidance | Jun 18, 2024 | AllDeblurring | CodeCode Available | 0 |
| Are Large Language Models True Healthcare Jacks-of-All-Trades? Benchmarking Across Health Professions Beyond Physician Exams | Jun 17, 2024 | AllBenchmarking | CodeCode Available | 0 |
| They're All Doctors: Synthesizing Diverse Counterfactuals to Mitigate Associative Bias | Jun 17, 2024 | Allcounterfactual | —Unverified | 0 |
| Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need? | Jun 16, 2024 | AllLegal Reasoning | —Unverified | 0 |
| One-pass Multiple Conformer and Foundation Speech Systems Compression and Quantization Using An All-in-one Neural Model | Jun 14, 2024 | AllQuantization | —Unverified | 0 |
| Zoom and Shift are All You Need | Jun 13, 2024 | AllTime Series | —Unverified | 0 |
| Modelling the 5G Energy Consumption using Real-world Data: Energy Fingerprint is All You Need | Jun 13, 2024 | All | —Unverified | 0 |
| Memory Is All You Need: An Overview of Compute-in-Memory Architectures for Accelerating Large Language Model Inference | Jun 12, 2024 | AllLanguage Modeling | —Unverified | 0 |
| It's all about PR -- Smart Benchmarking AI Accelerators using Performance Representatives | Jun 12, 2024 | AllBenchmarking | —Unverified | 0 |
| Information Aggregation with Costly Information Acquisition | Jun 11, 2024 | All | —Unverified | 0 |
| Taxes Are All You Need: Integration of Taxonomical Hierarchy Relationships into the Contrastive Loss | Jun 10, 2024 | AllRepresentation Learning | —Unverified | 0 |
| Procrastination Is All You Need: Exponent Indexed Accumulators for Floating Point, Posits and Logarithmic Numbers | Jun 9, 2024 | All | —Unverified | 0 |
| Solution for CVPR 2024 UG2+ Challenge Track on All Weather Semantic Segmentation | Jun 9, 2024 | AllData Augmentation | —Unverified | 0 |
| Winner-takes-all learners are geometry-aware conditional density estimators | Jun 7, 2024 | AllDensity Estimation | CodeCode Available | 0 |
| Proofread: Fixes All Errors with One Tap | Jun 6, 2024 | AllQuantization | —Unverified | 0 |
| Choice of PEFT Technique in Continual Learning: Prompt Tuning is Not All You Need | Jun 5, 2024 | AllContinual Learning | —Unverified | 0 |
| Dealing with All-stage Missing Modality: Towards A Universal Model with Robust Reconstruction and Personalization | Jun 4, 2024 | AllBrain Tumor Segmentation | —Unverified | 0 |
| Non-uniformity is All You Need: Efficient and Timely Encrypted Traffic Classification With ECHO | Jun 3, 2024 | AllClassification | —Unverified | 0 |
| Online Convex Optimisation: The Optimal Switching Regret for all Segmentations Simultaneously | May 31, 2024 | AllSegmentation | —Unverified | 0 |
| One QuantLLM for ALL: Fine-tuning Quantized LLMs Once for Efficient Deployments | May 30, 2024 | AllQuantization | —Unverified | 0 |
| Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts | May 30, 2024 | AllHallucination | —Unverified | 0 |
| Is Synthetic Data all We Need? Benchmarking the Robustness of Models Trained with Synthetic Images | May 30, 2024 | AllBenchmarking | —Unverified | 0 |
| UniIF: Unified Molecule Inverse Folding | May 29, 2024 | AllDrug Discovery | —Unverified | 0 |
| Exploring and steering the moral compass of Large Language Models | May 27, 2024 | AllDecision Making | CodeCode Available | 0 |
| Cross-Modal Safety Alignment: Is textual unlearning all you need? | May 27, 2024 | AllSafety Alignment | —Unverified | 0 |
| Conditioning on Time is All You Need for Synthetic Survival Data Generation | May 27, 2024 | AllFairness | CodeCode Available | 0 |