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| PDB: Not All Drivers Are the Same -- A Personalized Dataset for Understanding Driving Behavior | Mar 9, 2025 | AllDecision Making | —Unverified | 0 |
| LapSum -- One Method to Differentiate Them All: Ranking, Sorting and Top-k Selection | Mar 8, 2025 | AllCPU | —Unverified | 0 |
| Image is All You Need: Towards Efficient and Effective Large Language Model-Based Recommender Systems | Mar 8, 2025 | AllAttribute | —Unverified | 0 |
| Slim attention: cut your context memory in half without loss of accuracy -- K-cache is all you need for MHA | Mar 7, 2025 | AllDecoder | CodeCode Available | 2 |
| Memory Is All You Need: Testing How Model Memory Affects LLM Performance in Annotation Tasks | Mar 6, 2025 | AllFew-Shot Learning | —Unverified | 0 |
| PLMP -- Point-Line Minimal Problems for Projective SfM | Mar 6, 2025 | All | —Unverified | 0 |
| All-atom Diffusion Transformers: Unified generative modelling of molecules and materials | Mar 5, 2025 | AllUnconditional Crystal Generation | CodeCode Available | 3 |
| Qieemo: Speech Is All You Need in the Emotion Recognition in Conversations | Mar 5, 2025 | AllAutomatic Speech Recognition | —Unverified | 0 |
| Rethinking Video Super-Resolution: Towards Diffusion-Based Methods without Motion Alignment | Mar 5, 2025 | AllSuper-Resolution | —Unverified | 0 |
| Rethinking Deep Clustering Paradigms: Self-Supervision Is All You Need | Mar 5, 2025 | AllClustering | —Unverified | 0 |
| Privacy is All You Need: Revolutionizing Wearable Health Data with Advanced PETs | Mar 5, 2025 | AllFederated Learning | —Unverified | 0 |
| SoK: Knowledge is All You Need: Accelerating Last Mile Delivery for Automated Provenance-based Intrusion Detection with LLMs | Mar 5, 2025 | AllIntrusion Detection | —Unverified | 0 |
| Memory and Bandwidth are All You Need for Fully Sharded Data Parallel | Mar 4, 2025 | AllGPU | —Unverified | 0 |
| CORDIC Is All You Need | Mar 4, 2025 | Allspeech-recognition | —Unverified | 0 |
| MoSE: Hierarchical Self-Distillation Enhances Early Layer Embeddings | Mar 4, 2025 | AllCode Search | —Unverified | 0 |
| Deal: Distributed End-to-End GNN Inference for All Nodes | Mar 4, 2025 | Allgraph construction | —Unverified | 0 |
| One ruler to measure them all: Benchmarking multilingual long-context language models | Mar 3, 2025 | 8kAll | CodeCode Available | 1 |
| All Roads Lead to Likelihood: The Value of Reinforcement Learning in Fine-Tuning | Mar 3, 2025 | AllReinforcement Learning (RL) | —Unverified | 0 |
| Layered Insights: Generalizable Analysis of Authorial Style by Leveraging All Transformer Layers | Mar 2, 2025 | AllAuthorship Attribution | —Unverified | 0 |
| Abstract Rendering: Computing All Seen in Gaussian Splat Scenes | Mar 1, 2025 | AllComputational Efficiency | —Unverified | 0 |
| FoCTTA: Low-Memory Continual Test-Time Adaptation with Focus | Feb 28, 2025 | AllTest-time Adaptation | —Unverified | 0 |
| Everything, Everywhere, All at Once: Is Mechanistic Interpretability Identifiable? | Feb 28, 2025 | All | CodeCode Available | 0 |
| One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion | Feb 27, 2025 | All | CodeCode Available | 2 |
| BEYONDWORDS is All You Need: Agentic Generative AI based Social Media Themes Extractor | Feb 26, 2025 | AllDimensionality Reduction | —Unverified | 0 |