Days Since "All You Need"

It has been

days

since someone posted a paper to arXiv titled “X is all you need”

583 total offences

803 papers tracked

Updated 2026-07-28

Recent Offences (last 30 days)

Focus Is All You Need: Adaptive Goal-aware Attention Orchestration for Multi-Agent Graph SystemsMingzhou Fan, Siyuan Xu, Mingxuan Yuan · 2026-07-26
Information is all you need: Requirements Engineering Quality ReframedHenning Femmer, Julian Frattini · 2026-07-23
One Round Is All You Need: Analytic Federated Learning for Task-Heterogeneous Multi-Label Medical Image ClassificationAfsaneh Mahanipour, Hana Khamfroush · 2026-07-22
Transformer is All You Need: Attention-Based Anomaly Detection and Classification in Inverter-Rich Power SystemsEmad Abukhousa, Saman Zonouz, A. P. Sakis Meliopoulos · 2026-07-15
All you need is SAMPAT Jayadeva, Madhur Aswani · 2026-07-10
Modeling Normal Is All You Need: Joint Latent Clustering for Anomaly Detection in Multimodal Cyber-Physical SystemsAlexander Apartsin, Yehudit Aperstein · 2026-07-07
A Good Initialization is All You Need for Faithful Visual AttributionZihan Gu, Jiayu Wang, Hua Zhang, Yue Hu · 2026-07-07
Alignment Is All You Need For X-to-4D GenerationQiaowei Miao, Kehan Li, Yawei Luo, Yi Yang · 2026-07-02
Routes to rare events with optimally timed perturbations: a Tent Map is all you needJustin Finkel · 2026-06-29
Projection Is All You Need: Interpreting Polarization Measurements in the Orion Clouds with Sub-Alfvénic MHD SimulationsFeiyu Quan, Yitao Xu, Keping Qiu, Xiaodan Fan, Hua-bai Li · 2026-06-29

Variants & Subversions (last 30 days)

Is Progressive Disclosure All You Need for Long-Context Agents?Yifeng He, Yinzhe Zhao, Jicheng Wang, Hao Chen · 2026-07-20 · Question
Accepted Prefixes Are Not All You Need: A Negative Result on PEFT-Based Block-Diffusion DraftingAbdurrahman Javat, Allan Kazakov · 2026-07-14 · Negation
Boolean queries are all you need?Charles L. A. Clarke, Mark D. Smucker · 2026-07-13 · Question
Optimization Is Not All You NeedMinh Hua, Rita Raley · 2026-07-13 · Negation
Is Energy Guidance All You Need? Training-Free Norm Injection for Driving World ModelsXiyan Su, Frank Diermeyer, Markus Lienkamp · 2026-07-12 · Question
HBM Is Not All You Need: Efficient Disaggregated LLM Serving across Memory-heterogeneous AcceleratorsZhixiang Wei, Yun Wang, James Yen, Mingyuan Xia, Zhengwei Qi · 2026-06-29 · Negation
Behavior Cloning is Not All You Need: The Optimality of On-Policy Distillation for Noisy Expert FeedbackVed Sriraman, Peihan Liu, Daniel Hsu, Adam Block · 2026-06-29 · Negation

The Scoreboard: Is it all you need?

Subject	For		Against		Mixed
Attention	14	██████████████	5	█████	3	███
for Attention Is All You Need2017-06-12 for Attention is all you need for Videos: Self-attention based Video Summarization using Universal Transformers2019-06-06 for Attention Is All You Need for Chinese Word Segmentation2019-10-31 for Attention is All You Need in Speech Separation2020-10-25 for Attention Is All You Need For Blind Room Volume Estimation2023-09-23 for Attention is all you need for boosting graph convolutional neural network2024-03-10 for Attention Is All You Need But You Don't Need All Of It For Inference of Large Language Models2024-07-22 for Attention is all you need for an improved CNN-based flash flood susceptibility modeling. The case of the ungauged Rheraya watershed, Morocco2024-08-03 for Attention is All You Need to Optimize Wind Farm Operations and Maintenance2024-10-31 for Attention Is All You Need For Mixture-of-Depths Routing2024-12-30 for Attention is All You Need Until You Need Retention2025-01-15 for Attention is all you need to solve chiral superconductivity2025-09-03 for Attention Is All You Need for KV Cache in Diffusion LLMs2025-10-16 for Attention is All You Need to Defend Against Indirect Prompt Injection Attacks in LLMs2025-12-09 against Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth2021-03-05 against Attention Is Not All You Need Anymore2023-08-15 against Attention Is Not All You Need: The Importance of Feedforward Networks in Transformer Models2025-05-10 against Attention Isn't All You Need for Emotion Recognition:Domain Features Outperform Transformers on the EAV Dataset2026-01-07 against Attention Is Not All You Need for Diffraction2026-04-26 mixed Attention is All You Need? Good Embeddings with Statistics are enough:Large Scale Audio Understanding without Transformers/ Convolutions/ BERTs/ Mixers/ Attention/ RNNs or ....2021-10-07 mixed Is attention all you need in medical image analysis? A review2023-07-24 mixed Is attention all you need to solve the correlated electron problem?2025-02-07
Text	3	███	1	█	1	█
for Text is All You Need: Personalizing ASR Models using Controllable Speech Synthesis2023-03-27 for Text Is All You Need: Learning Language Representations for Sequential Recommendation2023-05-23 for Text is All You Need for Vision-Language Model Jailbreaking2026-01-31 against Text Is Not All You Need: Multimodal Prompting Helps LLMs Understand Humor2024-12-01 mixed Is Text All You Need? Text as a Universal Information Bottleneck for Speech LLMs2026-06-08
Reasoning	2	██	1	█	1	█
for Reasoning is All You Need for Video Generalization: A Counterfactual Benchmark with Sub-question Evaluation2025-03-12 for Reasoning Is All You Need for Urban Planning AI2025-11-07 against Reasoning Is Not All You Need: Examining LLMs for Multi-Turn Mental Health Conversations2025-05-26 mixed Is Reasoning All You Need? Probing Bias in the Age of Reasoning Language Models2025-07-03
Diversity	2	██	0		1	█
for Diversity is All You Need: Learning Skills without a Reward Function2018-02-16 for Diversity Is All You Need for Contrastive Learning: Spectral Bounds on Gradient Magnitudes2025-10-07 mixed Is Diversity All You Need for Scalable Robotic Manipulation?2025-07-08
context	2	██	0		1	█
for Context is all you need: Towards autonomous model-based process design using agentic AI in flowsheet simulations2026-03-13 for Context is All You Need2026-04-06 mixed Is context all you need? Scaling Neural Sign Language Translation to Large Domains of Discourse2023-08-18
Noise	3	███	0		0
for Noise is All You Need: Private Second-Order Convergence of Noisy SGD2024-10-09 for Noise is All You Need: rethinking the value of noise on seismic denoising via diffusion models2025-09-03 for Noise is All You Need: Solving Linear Inverse Problems by Noise Combination Sampling with Diffusion Models2025-10-24
Bytes	2	██	0		0
for Bytes are All You Need: End-to-End Multilingual Speech Recognition and Synthesis with Bytes2018-11-22 for Bytes Are All You Need: Transformers Operating Directly On File Bytes2023-05-31
Focus	2	██	0		0
for Focus Is All You Need: Loss Functions For Event-based Vision2019-04-15 for Focus Is All You Need: Adaptive Goal-aware Attention Orchestration for Multi-Agent Graph Systems2026-07-26
One Epoch	1	█	0		1	█
for One Epoch Is All You Need2019-06-16 mixed Is One Epoch All You Need For Multi-Fidelity Hyperparameter Optimization?2023-07-28
Cross-Attention	2	██	0		0
for Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation2021-04-18 for Cross-Attention is all you need: Real-Time Streaming Transformers for Personalised Speech Enhancement2022-11-08
One Model	2	██	0		0
for One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification2022-02-28 for One Model is All You Need: ByT5-Sanskrit, a Unified Model for Sanskrit NLP Tasks2024-09-20
Distraction	2	██	0		0
for Distraction is All You Need for Fairness2022-03-15 for Distraction is All You Need for Multimodal Large Language Model Jailbreaking2025-02-15
Pretraining	2	██	0		0
for Pretraining is All You Need for Image-to-Image Translation2022-05-25 for Pretraining is All You Need: A Multi-Atlas Enhanced Transformer Framework for Autism Spectrum Disorder Classification2023-07-04
Dropout	1	█	1	█	0
for Dropout is all you need: robust two-qubit gate with reinforcement learning2023-12-11 against Dropout is NOT All You Need to Prevent Gradient Leakage2022-08-12
Depth	1	█	0		1	█
for Depth Is All You Need for Monocular 3D Detection2022-10-05 mixed Is Depth All You Need? An Exploration of Iterative Reasoning in LLMs2025-02-15
ChatGPT	1	█	1	█	0
for ChatGPT is all you need to decolonize sub-Saharan Vocational Education2023-04-11 against ChatGPT is not all you need. A State of the Art Review of large Generative AI models2023-01-11
LLMs	0		0		2	██
mixed Are LLMs All You Need for Task-Oriented Dialogue?2023-04-13 mixed LLMs are All You Need? Improving Fuzz Testing for MOJO with Large Language Models2025-10-11
Prompting	2	██	0		0
for Prompting Is All You Need: Automated Android Bug Replay with Large Language Models2023-06-03 for Prompting Is All You Need: Multi-view Prompting Large Language Models for Aspect-Based Sentiment Analysis2026-05-27
Textbooks	2	██	0		0
for Textbooks Are All You Need2023-06-20 for Textbooks Are All You Need II: phi-1.5 technical report2023-09-11
Confidence	2	██	0		0
for Confidence Is All You Need for MI Attacks2023-11-26 for Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models2025-06-05
Evaluation	2	██	0		0
for Evaluation is all you need. Prompting Generative Large Language Models for Annotation Tasks in the Social Sciences. A Primer using Open Models2023-12-30 for Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design2025-06-05
Data	2	██	0		0
for Data is all you need: Finetuning LLMs for Chip Design via an Automated design-data augmentation framework2024-03-17 for Data is All You Need: Markov Chain Car-Following (MC-CF) Model2026-03-29
Requirements	2	██	0		0
for Requirements are All You Need: The Final Frontier for End-User Software Engineering2024-05-22 for Requirements are All You Need: From Requirements to Code with LLMs2024-06-14
Memory	2	██	0		0
for Memory Is All You Need: An Overview of Compute-in-Memory Architectures for Accelerating Large Language Model Inference2024-06-12 for Memory Is All You Need: Testing How Model Memory Affects LLM Performance in Annotation Tasks2025-03-06
Behavior Cloning	0		1	█	1	█
against Behavior Cloning is Not All You Need: The Optimality of On-Policy Distillation for Noisy Expert Feedback2026-06-29 mixed Is Behavior Cloning All You Need? Understanding Horizon in Imitation Learning2024-07-20
Alignment	2	██	0		0
for Alignment is All You Need: A Training-free Augmentation Strategy for Pose-guided Video Generation2024-08-29 for Alignment Is All You Need For X-to-4D Generation2026-07-02
Addition	1	█	0		1	█
for Addition is All You Need for Energy-efficient Language Models2024-10-01 mixed Addition is almost all you need: Compressing large language models with double binary factorization2025-05-16
Intention	2	██	0		0
for Intention Is All You Need2024-10-24 for Intention is All You Need: Refining Your Code from Your Intention2025-02-12
Architecture	2	██	0		0
for Architecture is All You Need: Improving LLM Recommenders by Dropping the Text2025-06-18 for Architecture Is All You Need: Diversity-Enabled Sweet Spots for Robust Humanoid Locomotion2025-10-16
FP8	2	██	0		0
for FP8 is All You Need (Part 1): Debunking Hardware FP64 as the HPC Holy Grail (June 13th version)2026-05-28 for FP8 is All You Need (Part 2): Efficient Ozaki-Bailey Style FFT Through Tensor-core Garner Reformulation and Kulisch Escape Route2026-05-28