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6 papers in the last four weeks, against 1 the four weeks before. 0.1% of all new papers.

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  1. Architectural Sampling: Test-Time Scaling via Computational Diversity in Frozen Vision-Language Models

    Oct 1, 2026Akshit Singh, Shyam Marjit, Wei Lin +2Test-Time ScalingFrozen Vision-Language Models

    Dartmouth College · IISc Bangalore · Xero

  2. AHMAD: Adaptive Hybrid Multi-task Vision Learning with Assisted Distillation for Keypoint Detection

    Sep 28, 2026Mohammad Mahdi, Nedyalko Prisadnikov, Yuqian Fu +3Multi--Task LearningKeypoint Detection

    INSAIT, Sofia University “St. Kliment Ohridski”

  3. Interference Beyond Geometry in Concept Extraction

    Sep 28, 2026Valérie Costa, Bahareh TolooshamsInterferenceDecoder Layers

    University of Alberta, Amii · Harvard University · University of Alberta, Amii Canada CIFAR AI Chair

  4. Optimizing and Securing the Modern Watermarking Channel for Images

    Sep 28, 2026Enoal Gesny, Eva GiboulotMulti-Bit WatermarkingWatermarks

    Inria, Rennes, France

  5. In-Context Adaptation of Encoder-Decoder Models in Speech Recognition

    Sep 27, 2026Yen Meng, Sharon Goldwater, Hao TangDecoder Layers

    The Centre for Speech Technology Research, University of Edinburgh, United Kingdom

  6. Learning Spectral Allocation: A Fractional Diffusion Framework for Adaptive Volumetric Segmentation

    Sep 23, 2026Yi-Hui Shen, Tie-Qiang Li3D Medical Image SegmentationU-Net

    School of Arts and Sciences, Fujian Medical University, Fuzhou, China · School of Medical Imaging, Fujian Medical University, Fuzhou, China · Department of Medical Radiation Physics and Nuclear Medicine, Karolinska University Hospital, Stockholm, Sweden +2

  7. Kernel Methods for Learning Operators with Multiple Inputs and Outputs

    Aug 12, 2026Adrien Weihs, Chunyang Liao, Jingmin Sun +1Probabilistic Operator LearningKernel Method

    Department of Mathematics, University of California Los Angeles, Los Angeles, CA 90095, USA. · Department of Mathematical Sciences, University of Arkansas, Fayetteville, AR, 72701, USA. · Department of Applied Mathematics and Statistics, Johns Hopkins University, Baltimore, MD 21218, USA.

  8. A Cross-Architecture Audit of Direction-Based Inference-Time Defences in Vision-Language Models

    Jul 30, 2026Xiangyu Yin, Tora Bodin, Rohan Menon +1Inference-Time DefenseLarge Language Model Jailbreaks

    Chalmers University of Technology, Gothenburg, Sweden · Carl von Ossietzky University of Oldenburg, Oldenburg, Germany

  9. Data Fusion and Contrastive Alignment for Unconstrained IR Molecular Structure Elucidation

    Jul 28, 2026Ethan J. Mick, Campbell A. Sweet, Matthias J. Young +1MoleculesInfrared

    Electrical Engineering and Computer Science University of Missouri Columbia, MO 65211 · Chemical and Biomedical Engineering University of Missouri Columbia, MO 65211

  10. Real-time optimal control with shallow recurrent decoder networks

    Jul 21, 2026Matteo Tomasetto, Francesco Braghin, J. Nathan Kutz +1Reduced-Order ModelsOptimal Control

    Department of Mechanical Engineering, Politecnico di Milano, Milano, Italy · Autodesk Research, London, UK · MOX - Department of Mathematics, Politecnico di Milano, Milano, Italy

  11. Self-Evolving In-Context Learning for Direct Pilot-to-Beamformer Design in MU-MISO Systems

    Jul 13, 2026Yubo Zhang, Xiaodong WangBeamformingMultiple-Input Multiple-Output

    Department of Electrical Engineering, Columbia University, New York, NY 10027

  12. ZipDepth: Bringing Lightweight Zero-Shot Monocular Depth Anywhere, on Any Device

    Jul 9, 2026Fabio Tosi, Luca Bartolomei, Matteo Poggi +1Monocular Depth EstimationMobilenetv2

    University of Bologna, Bologna, Italy

  13. FlexTab: A Flexible Encoder-Decoder Architecture for In-Context Learning Across Diverse Tabular Tasks

    Jun 29, 2026Marek Polewczyk, Maximilian Schambach, Marco Spinaci +2Tabular LearningTabular Data

    1SAP SE · 2SAP France

  14. Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment

    Jun 23, 2026Guruprakash J, Krithika L. BTransformer ArchitecturesDecoder Layers

    SCOPE, VIT-AP University, Amaravathi, Andhra Pradesh, 522241, India · SCORE, VIT, Katpadi, Tamil Nadu, 632014, India

  15. Selective Synergistic Learning for Video Object-Centric Learning

    Jun 14, 2026WonJun Moon, Jae-Pil HeoObject-Centric RepresentationsVideo Compression

    KAIST, South Korea · † Work done at Sungkyunkwan University. · Sungkyunkwan University, South Korea

  16. Layer-Resolved Optimal Transport for Hallucination Detection in NMT and Abstractive Summarization

    Jun 11, 2026Mariia Onyshchuk, Maksym-Vasyl Tarnavskyi, Marta SumykCitation Hallucination DetectionNeural Machine Translation

    Faculty of Applied Sciences, Ukrainian Catholic University, Lviv, Ukraine.

  17. TextEconomizer: Enhancing Lossy Text Compression with Denoising Transformers and Entropy Coding

    Jun 6, 2026Mahbub E Sobhani, Anika Tasnim Rodela, Chowdhury Mofizur Rahman +2Data Compression MethodsTransformer Architectures

    United International University, Department of Computer Science and Engineering Dhaka, Bangladesh · BRAC University, Department of Computer Science and Engineering Dhaka, Bangladesh · Southeast University, Department of Computer Science and Engineering Dhaka, Bangladesh

  18. Computation-Aware Event-to-Frame Reconstruction via Selective Attention

    Jun 4, 2026Jingqian Wu, Yunbo Jia, Edmund Y. LamComputer VisionDecoder Layers

    The University of Hong Kong Hong Kong, China · Beijing University of Posts and Telecommunications Beijing, China

  19. A Novel Method with Encoder-Decoder for Cross-Sensor Adaptation in Surface Shape Sensing with Sparse Strain Sensors

    Jun 4, 2026Shuo Wang, Heng Luo, Dian Jin +1Statistical Shape ModelDecoder Layers

  20. Leveraging BART to Assess CS1 C++ Programming Assignments using Rubric-based Criteria

    Jun 2, 2026Kelsey Rainey, Jesse RobertsDecoder Layers

    Department of Computer Science Tennessee Technological University Cookeville, TN

  21. Do Audio LLMs Listen or Read? Analyzing and Mitigating Paralinguistic Failures with VoxParadox

    May 26, 2026Jiacheng Pang, Ashutosh Chaubey, Mohammad SoleymaniParalinguistic CuesLarge Audio Language Models

    Institute for Creative Technologies, University of Southern California, Los Angeles, USA

  22. Phase-Aware Wavelet-Based-Scattering Encoder-Decoder for Dense Predictions

    May 23, 2026Ghassen Marrakchi, Basarab MateiWaveletsDense Prediction

    Northern Paris Computer Science Lab, Sorbonne Paris Nord University, Villetaneuse, France.

  23. Multi-Fidelity Learning with Shallow Recurrent Decoders for Reactor Physics

    May 22, 2026Stefano Riva, Carolina Introini, J. Nathan Kutz +1Multi-FidelityNuclear Data

    Autodesk Research, London, UK · Department of Energy, Nuclear Engineering Division, Politecnico di Milano, Milan, Italy · Department of Mechanical and Nuclear Engineering and Emirates Nuclear Technology Center, Khalifa University, Abu Dhabi (127788), United Arab Emirates

  24. TERDNet: Transformer Encoder-Recurrent Decoder Network for Scene Change Detection

    May 20, 2026Jiae Yoon, Ue-Hwan KimDecoder LayersTransformer Encoder

    Department of AI Convergence, Gwangju Institute of Science and Technology (GIST), Gwangju 61005, Republic of Korea

  25. Provably Shorter Scratchpads in Hybrid DeltaNet-Attention Decoders

    May 15, 2026Tomasz SteiferKimi Delta AttentionGated Deltanet

    Centre for Credible AI Warsaw University of Technology Rektorska 4, Warszawa 00-614, Poland

  26. Reference-Free Reinforcement Learning Fine-Tuning for MT: A Seq2Seq Perspective

    May 15, 2026Ernesto Garcia-Estrada, Carlos Escolano, José A. R. FonallosaNeural Machine TranslationMachine Translation

    Universitat Politècnica de Catalunya Barcelona, Spain

  27. Lost and Found in Translation: Variational Diagnostics for Neural Codebook Channels

    May 13, 2026Yusuke HayashiConditional Variational AutoencoderKullback-Leibler Divergence

    Artificial Life Institute

  28. Approximation of Maximally Monotone Operators : A Graph Convergence Perspective

    May 12, 2026Takashi Furuya, Yury Korolev, Takaharu YaguchiNonlinear OperatorsMonotone Variational Inequalities

    Doshisha University, RIKEN AIP · Department of Mathematical Sciences, University of Bath, UK · Kyushu University, RIKEN AIP

  29. Towards Compact Sign Language Translation: Frame Rate and Model Size Trade-offs

    May 10, 2026Kuanwei Chen, Mengfeng TsaiGloss-Free Sign Language TranslationSign Language Translation

    Computer Science and Information Engineering, National Central University, Zhongli, Taiwan

  30. Arbitrarily Conditioned Hierarchical Flows for Spatiotemporal Events

    May 2, 2026Keyan Chen, Qiwei Yuan, Zhitong Xu +2SpatiotemporalDeterminantal Point Process

    Kahlert School of Computing University of Utah · Celonis AI

  31. JSSFF: A Joint Structural-Semantic Fusion Framework for Remote Sensing Image Captioning

    Apr 27, 2026Swadhin Das, Vivek YadavRemote Sensing Image SegmentationImage Difference Captioning

    Computer Science and Engineering · University of Petroleum and Energy Studies · Dehradun, India +1

  32. Enhancing Speaker Verification with Whispered Speech via Post-Processing

    Apr 22, 2026Magdalena Gołębiowska, Piotr SygaAutomatic Speaker VerificationSpeaker

    Department of Artificial Intelligence, Wroclaw University of Science and Technology, Wybrzeze Wyspianskiego 27, Wroclaw, 50-370, Poland

  33. Super Apriel: One Checkpoint, Many Speeds

    Apr 21, 2026SLAM Labs, :, Oleksiy Ostapenko +13Large Language Model DecodingModel Weights

    SLAM Labs · ServiceNow Research · University of Toronto +4

  34. Learning Where to Embed: Noise-Aware Positional Embedding for Query Retrieval in Small-Object Detection

    Apr 16, 2026Yangchen Zeng, Zhenyu Yu, Dongming Jiang +5Detection TransformerObject Localization

    Southeast University · Fudan University · The University of Texas at Dallas +6

  35. OntoTKGE: Ontology-Enhanced Temporal Knowledge Graph Extrapolation

    Apr 7, 2026Dongying Lin, Yinan Liu, Shengwei tang +2Temporal Knowledge GraphsExtrapolation

    Northeastern University, Shenyang, China

  36. Whisper-CD: Accurate Long-Form Speech Recognition using Multi-Negative Contrastive Decoding

    Mar 6, 2026Hoseong Ahn, Jeongyun Chae, Yoonji Park +1Whisper-Large-V3Automatic Speech Recognition

    Sungkyunkwan University, Republic of Korea

  37. Measuring the Redundancy of Decoder Layers in SpeechLLMs

    Mar 5, 2026Adel Moumen, Guangzhi Sun, Philip C WoodlandLarge Language Model DecodingDecoder Layers

    Department of Engineering, University of Cambridge, UK

  38. LEAD: Layer-wise Expert-aligned Decoding for Faithful Radiology Report Generation

    Feb 4, 2026Ruixiao Yang, Yuanhe Tian, Di Dong +3Radiology Report GenerationMedical Vision-Language Models

    Beijing Institute of Technology · Zhongguancun Academy · Zhongguancun Institute of Artificial Intelligence +1

  39. From system models to class models: An in-context learning paradigm

    Aug 25, 2023Marco Forgione, Filippo Pura, Dario PigaSystem IdentificationIn-Context Learning

    IDSIA Dalle Molle Institute for Artificial Intelligence USI-SUPSI, Via la Santa 1, CH-6962 Lugano-Viganello, Switzerland.

  40. Generalization in VAE and Diffusion Models: A Unified Information-Theoretic Analysis

    Date pendingQi Chen, Jierui Zhu, Florian ShkurtiConditional Variational AutoencoderDiffusion Models

    Department of Computer Science, University of Toronto · Data Science Institute · Vector Institute +2