Methods › General › Regularization › Label Smoothing › Papers, page 63

Label Smoothing

Papers archive 2025-07-28

archive papers tagged: 14,327 · with a code link: 6,651 · where Syntology ran a sample: 2,259 (1,920 with a run with no instrument failure, 339 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (2,259 of 14,327 tagged: 1,920 with a run with no instrument failure, 339 where every run was a failure of Syntology's instrument)

Page 63 of 144: papers 6,201 to 6,300 of 14,327, newest first by the archive's date (ties by slug), in archive order.

Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.

• A Transformer Model for Symbolic Regression towards Scientific Discovery
  7 Dec 2023 · 2 repositories · arXiv:2312.04070
• An unsupervised approach towards promptable defect segmentation in laser-based additive manufacturing by Segment Anything
  7 Dec 2023 · 0 repositories · arXiv:2312.04063
• Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration
  7 Dec 2023 · 1 repository · arXiv:2312.03987
• DeepFidelity: Perceptual Forgery Fidelity Assessment for Deepfake Detection
  7 Dec 2023 · 2 repositories · arXiv:2312.04961
• EulerMormer: Robust Eulerian Motion Magnification via Dynamic Filtering within Transformer
  7 Dec 2023 · 2 repositories · arXiv:2312.04152
• Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use
  7 Dec 2023 · 1 repository · arXiv:2312.04455
  Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• GenTron: Diffusion Transformers for Image and Video Generation
  7 Dec 2023 · 0 repositories · arXiv:2312.04557
• GPT-4V with Emotion: A Zero-shot Benchmark for Generalized Emotion Recognition
  7 Dec 2023 · 1 repository · arXiv:2312.04293
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• GPT4SGG: Synthesizing Scene Graphs from Holistic and Region-specific Narratives
  7 Dec 2023 · 1 repository · arXiv:2312.04314
• Graph Convolutions Enrich the Self-Attention in Transformers!
  7 Dec 2023 · 1 repository · arXiv:2312.04234
  Syntology official (archive's flag): 6 ran · 22 ran (of which 0 constructed an object rather than computing a result; 21 with no instrument failure: 2 honoured, 2 violated, 17 with no contract checked; 1 where Syntology's instrument failed) · 7 unverified (of 29 harvested samples) · 10 pointer-only (licence)
• GSGFormer: Generative Social Graph Transformer for Multimodal Pedestrian Trajectory Prediction
  7 Dec 2023 · 0 repositories · arXiv:2312.04479
• Intelligent Anomaly Detection for Lane Rendering Using Transformer with Self-Supervised Pre-Training and Customized Fine-Tuning
  7 Dec 2023 · 0 repositories · arXiv:2312.04398
• Is Feedback All You Need? Leveraging Natural Language Feedback in Goal-Conditioned Reinforcement Learning
  7 Dec 2023 · 1 repository · arXiv:2312.04736
  Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Joint Training or Not: An Exploration of Pre-trained Speech Models in Audio-Visual Speaker Diarization
  7 Dec 2023 · 0 repositories · arXiv:2312.04131
• LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs
  7 Dec 2023 · 1 repository · arXiv:2312.04372
• On Sarcasm Detection with OpenAI GPT-based Models
  7 Dec 2023 · 0 repositories · arXiv:2312.04642
• Quilt-LLaVA: Visual Instruction Tuning by Extracting Localized Narratives from Open-Source Histopathology Videos
  7 Dec 2023 · 2 repositories · arXiv:2312.04746
  Syntology 11 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 1 violated, 7 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 12 harvested samples)
• Automatic Transcription of Handwritten Old Occitan Language
  6 Dec 2023 · 1 repository
• Blueprinting the Future: Automatic Item Categorization using Hierarchical Zero-Shot and Few-Shot Classifiers
  6 Dec 2023 · 0 repositories · arXiv:2312.03561
• Comparative Analysis of Multilingual Text Classification & Identification through Deep Learning and Embedding Visualization
  6 Dec 2023 · 0 repositories · arXiv:2312.03789
• Compressed Context Memory For Online Language Model Interaction
  6 Dec 2023 · 1 repository · arXiv:2312.03414
  Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 4 where Syntology's instrument failed) · 4 unverified (of 13 harvested samples) · 1 pointer-only (licence)
• GPT-4 Enhanced Multimodal Grounding for Autonomous Driving: Leveraging Cross-Modal Attention with Large Language Models
  6 Dec 2023 · 1 repository · arXiv:2312.03543
• Interpretability Illusions in the Generalization of Simplified Models
  6 Dec 2023 · 0 repositories · arXiv:2312.03656
• Lite-Mind: Towards Efficient and Robust Brain Representation Network
  6 Dec 2023 · 1 repository · arXiv:2312.03781
  Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 6 pointer-only (licence)
• Memory-Efficient Optical Flow via Radius-Distribution Orthogonal Cost Volume
  6 Dec 2023 · 1 repository · arXiv:2312.03790
• Parameter-Efficient Transfer Learning of Audio Spectrogram Transformers
  6 Dec 2023 · 1 repository · arXiv:2312.03694
• When an Image is Worth 1,024 x 1,024 Words: A Case Study in Computational Pathology
  6 Dec 2023 · 0 repositories · arXiv:2312.03558
• XAIQA: Explainer-Based Data Augmentation for Extractive Question Answering
  6 Dec 2023 · 0 repositories · arXiv:2312.03567
• A Comparative Study of AI-Generated (GPT-4) and Human-crafted MCQs in Programming Education
  5 Dec 2023 · 0 repositories · arXiv:2312.03173
• C3: High-performance and low-complexity neural compression from a single image or video
  5 Dec 2023 · 1 repository · arXiv:2312.02753
• GPT vs Human for Scientific Reviews: A Dual Source Review on Applications of ChatGPT in Science
  5 Dec 2023 · 0 repositories · arXiv:2312.03769
• Let the LLMs Talk: Simulating Human-to-Human Conversational QA via Zero-Shot LLM-to-LLM Interactions
  5 Dec 2023 · 1 repository · arXiv:2312.02913
• MEMTO: Memory-guided Transformer for Multivariate Time Series Anomaly Detection
  5 Dec 2023 · 1 repository · arXiv:2312.02530
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition
  5 Dec 2023 · 1 repository · arXiv:2312.02829
  Syntology official (archive's flag): 12 ran · 12 ran (of which 8 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 16 harvested samples) · 2 pointer-only (licence)
• Rank-without-GPT: Building GPT-Independent Listwise Rerankers on Open-Source Large Language Models
  5 Dec 2023 · 0 repositories · arXiv:2312.02969
• RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!
  5 Dec 2023 · 2 repositories · arXiv:2312.02724
• RotaTR: Detection Transformer for Dense and Rotated Object
  5 Dec 2023 · 0 repositories · arXiv:2312.02821
• Sample-based Dynamic Hierarchical Transformer with Layer and Head Flexibility via Contextual Bandit
  5 Dec 2023 · 0 repositories · arXiv:2312.03038
• UPOCR: Towards Unified Pixel-Level OCR Interface
  5 Dec 2023 · 0 repositories · arXiv:2312.02694
• A Comprehensive Literature Review on Sweet Orange Leaf Diseases
  4 Dec 2023 · 0 repositories · arXiv:2312.01756
• A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia
  4 Dec 2023 · 1 repository · arXiv:2312.02073
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
• Adapting Short-Term Transformers for Action Detection in Untrimmed Videos
  4 Dec 2023 · 1 repository · arXiv:2312.01897
• BEVNeXt: Reviving Dense BEV Frameworks for 3D Object Detection
  4 Dec 2023 · 1 repository · arXiv:2312.01696
  Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
• Competition-Level Problems are Effective LLM Evaluators
  4 Dec 2023 · 0 repositories · arXiv:2312.02143
• CILF-CIAE: CLIP-driven Image-Language Fusion for Correcting Inverse Age Estimation
  4 Dec 2023 · 0 repositories · arXiv:2312.01758
• DiffiT: Diffusion Vision Transformers for Image Generation
  4 Dec 2023 · 1 repository · arXiv:2312.02139
  Syntology official (archive's flag): 20 ran · 20 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 3 honoured, 1 violated, 9 with no contract checked; 7 where Syntology's instrument failed) · 5 unverified (of 25 harvested samples) · 25 pointer-only (licence)
• EdgeConvFormer: Dynamic Graph CNN and Transformer based Anomaly Detection in Multivariate Time Series
  4 Dec 2023 · 0 repositories · arXiv:2312.01729
• Explore, Select, Derive, and Recall: Augmenting LLM with Human-like Memory for Mobile Task Automation
  4 Dec 2023 · 0 repositories · arXiv:2312.03003
• FaultFormer: Pretraining Transformers for Adaptable Bearing Fault Classification
  4 Dec 2023 · 1 repository · arXiv:2312.02380
• Fine-Tuning Language Models for Context-Specific SQL Query Generation
  4 Dec 2023 · 0 repositories · arXiv:2312.02251
• ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation
  4 Dec 2023 · 2 repositories · arXiv:2312.01728
  Syntology official: no sample here; runs from other or unrecorded repositories · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• InstructTA: Instruction-Tuned Targeted Attack for Large Vision-Language Models
  4 Dec 2023 · 1 repository · arXiv:2312.01886
  Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 1 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 12 harvested samples) · 12 pointer-only (licence)
• MobileUtr: Revisiting the relationship between light-weight CNN and Transformer for efficient medical image segmentation
  4 Dec 2023 · 1 repository · arXiv:2312.01740
• Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation
  4 Dec 2023 · 4 repositories · arXiv:2312.02145
  Syntology official (archive's flag): 9 ran · 22 ran (of which 0 constructed an object rather than computing a result; 19 with no instrument failure: 0 honoured, 3 violated, 16 with no contract checked; 3 where Syntology's instrument failed) · 4 unverified (of 26 harvested samples) · 5 pointer-only (licence)
• Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach
  4 Dec 2023 · 2 repositories · arXiv:2312.01699
• Retrieval-augmented Multi-modal Chain-of-Thoughts Reasoning for Large Language Models
  4 Dec 2023 · 0 repositories · arXiv:2312.01714
• SARA-RT: Scaling up Robotics Transformers with Self-Adaptive Robust Attention
  4 Dec 2023 · 0 repositories · arXiv:2312.01990
• SequencePAR: Understanding Pedestrian Attributes via A Sequence Generation Paradigm
  4 Dec 2023 · 2 repositories · arXiv:2312.01640
• Tree of Attacks: Jailbreaking Black-Box LLMs Automatically
  4 Dec 2023 · 2 repositories · arXiv:2312.02119
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• VaQuitA: Enhancing Alignment in LLM-Assisted Video Understanding
  4 Dec 2023 · 0 repositories · arXiv:2312.02310
• Automatic Report Generation for Histopathology images using pre-trained Vision Transformers and BERT
  3 Dec 2023 · 1 repository · arXiv:2312.01435
• D-Bot: Database Diagnosis System using Large Language Models
  3 Dec 2023 · 1 repository · arXiv:2312.01454
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• ESTformer: Transformer Utilizing Spatiotemporal Dependencies for Electroencaphalogram Super-resolution
  3 Dec 2023 · 0 repositories · arXiv:2312.10052
• MABViT -- Modified Attention Block Enhances Vision Transformers
  3 Dec 2023 · 0 repositories · arXiv:2312.01324
• Transformers are uninterpretable with myopic methods: a case study with bounded Dyck grammars
  3 Dec 2023 · 0 repositories · arXiv:2312.01429
• Axiomatic Preference Modeling for Longform Question Answering
  2 Dec 2023 · 0 repositories · arXiv:2312.02206
• Bootstrapping Interactive Image-Text Alignment for Remote Sensing Image Captioning
  2 Dec 2023 · 1 repository · arXiv:2312.01191
• English to Arabic machine translation of mathematical documents
  2 Dec 2023 · 0 repositories · arXiv:2312.03753
• From Voices to Validity: Leveraging Large Language Models (LLMs) for Textual Analysis of Policy Stakeholder Interviews
  2 Dec 2023 · 0 repositories · arXiv:2312.01202
• IDPL-PFOD2: A New Large-Scale Dataset for Printed Farsi Optical Character Recognition
  2 Dec 2023 · 1 repository · arXiv:2312.01177
• Toward Improving Robustness of Object Detectors Against Domain Shift
  2 Dec 2023 · 1 repository · arXiv:2403.12049
• A Bayesian approach for prompt optimization in pre-trained language models
  1 Dec 2023 · 0 repositories · arXiv:2312.00471
• BCN: Batch Channel Normalization for Image Classification
  1 Dec 2023 · 1 repository · arXiv:2312.00596
• Deep Unlearning: Fast and Efficient Gradient-free Approach to Class Forgetting
  1 Dec 2023 · 1 repository · arXiv:2312.00761
  Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 7 unverified (of 17 harvested samples) · 17 pointer-only (licence)
• EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything
  1 Dec 2023 · 1 repository · arXiv:2312.00863
• Event Recognition in Laparoscopic Gynecology Videos with Hybrid Transformers
  1 Dec 2023 · 0 repositories · arXiv:2312.00593
• Generative Parameter-Efficient Fine-Tuning
  1 Dec 2023 · 1 repository · arXiv:2312.00700
  Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 16 harvested samples) · 10 pointer-only (licence)
• Learning to Estimate Critical Gait Parameters from Single-View RGB Videos with Transformer-Based Attention Network
  1 Dec 2023 · 1 repository · arXiv:2312.00398
• Mamba: Linear-Time Sequence Modeling with Selective State Spaces
  1 Dec 2023 · 35 repositories · arXiv:2312.00752
  Syntology community repositories only · 28 ran (of which 7 constructed an object rather than computing a result; 21 with no instrument failure: 0 honoured, 0 violated, 21 with no contract checked; 7 where Syntology's instrument failed) · 34 unverified (of 62 harvested samples) · 29 pointer-only (licence)
• Mitigating Over-smoothing in Transformers via Regularized Nonlocal Functionals
  1 Dec 2023 · 0 repositories · arXiv:2312.00751
• Nonparametric Variational Regularisation of Pretrained Transformers
  1 Dec 2023 · 0 repositories · arXiv:2312.00662
• Quick Back-Translation for Unsupervised Machine Translation
  1 Dec 2023 · 1 repository · arXiv:2312.00912
• Spatiotemporal Transformer for Imputing Sparse Data: A Deep Learning Approach
  1 Dec 2023 · 0 repositories · arXiv:2312.00963
• SynFundus-1M: A High-quality Million-scale Synthetic fundus images Dataset with Fifteen Types of Annotation
  1 Dec 2023 · 1 repository · arXiv:2312.00377
• A Lightweight Clustering Framework for Unsupervised Semantic Segmentation
  30 Nov 2023 · 0 repositories · arXiv:2311.18628
• Applying Large Language Models and Chain-of-Thought for Automatic Scoring
  30 Nov 2023 · 0 repositories · arXiv:2312.03748
• BAM-DETR: Boundary-Aligned Moment Detection Transformer for Temporal Sentence Grounding in Videos
  30 Nov 2023 · 1 repository · arXiv:2312.00083
  Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples) · 11 pointer-only (licence)
• Brainformer: Mimic Human Visual Brain Functions to Machine Vision Models via fMRI
  30 Nov 2023 · 0 repositories · arXiv:2312.00236
• Categorical Traffic Transformer: Interpretable and Diverse Behavior Prediction with Tokenized Latent
  30 Nov 2023 · 0 repositories · arXiv:2311.18307
• CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation
  30 Nov 2023 · 2 repositories · arXiv:2311.18702
  Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 3 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Diffusion Models Without Attention
  30 Nov 2023 · 0 repositories · arXiv:2311.18257
• HOT: Higher-Order Dynamic Graph Representation Learning with Efficient Transformers
  30 Nov 2023 · 0 repositories · arXiv:2311.18526
• MultiResFormer: Transformer with Adaptive Multi-Resolution Modeling for General Time Series Forecasting
  30 Nov 2023 · 0 repositories · arXiv:2311.18780
• OmniMotionGPT: Animal Motion Generation with Limited Data
  30 Nov 2023 · 0 repositories · arXiv:2311.18303
• Relevance-guided Neural Machine Translation
  30 Nov 2023 · 0 repositories · arXiv:2312.00214
• Rethinking FID: Towards a Better Evaluation Metric for Image Generation
  30 Nov 2023 · 4 repositories · arXiv:2401.09603
  Syntology community repositories only · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Semantic-Aware Frame-Event Fusion based Pattern Recognition via Large Vision-Language Models
  30 Nov 2023 · 1 repository · arXiv:2311.18592
• TOP-Former: A Multi-Agent Transformer Approach for the Team Orienteering Problem
  30 Nov 2023 · 1 repository · arXiv:2311.18662
• Unnatural Error Correction: GPT-4 Can Almost Perfectly Handle Unnatural Scrambled Text
  30 Nov 2023 · 1 repository · arXiv:2311.18805
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples) · 6 pointer-only (licence)
• AviationGPT: A Large Language Model for the Aviation Domain
  29 Nov 2023 · 0 repositories · arXiv:2311.17686