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Showing 1–50 of 202 papers

TitleStatusHype
NeedleBench: Can LLMs Do Retrieval and Reasoning in Information-Dense Context?Code9
StarCoder: may the source be with you!Code5
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context MultitasksCode5
KBLaM: Knowledge Base augmented Language ModelCode5
Learning to (Learn at Test Time): RNNs with Expressive Hidden StatesCode5
LongQLoRA: Efficient and Effective Method to Extend Context Length of Large Language ModelsCode5
DPFlow: Adaptive Optical Flow Estimation with a Dual-Pyramid FrameworkCode4
LettuceDetect: A Hallucination Detection Framework for RAG ApplicationsCode4
LongRoPE: Extending LLM Context Window Beyond 2 Million TokensCode3
CLEAR: Conv-Like Linearization Revs Pre-Trained Diffusion Transformers UpCode3
BTLM-3B-8K: 7B Parameter Performance in a 3B Parameter ModelCode3
CAMixerSR: Only Details Need More "Attention"Code3
Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging casesCode2
MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and ThoroughlyCode2
Self-Supervised Visual Preference AlignmentCode2
Hungry Hungry Hippos: Towards Language Modeling with State Space ModelsCode2
LongRecipe: Recipe for Efficient Long Context Generalization in Large Language ModelsCode2
Odd-One-Out: Anomaly Detection by Comparing with NeighborsCode2
CLUECorpus2020: A Large-scale Chinese Corpus for Pre-training Language ModelCode2
AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three WeeksCode2
LongEmbed: Extending Embedding Models for Long Context RetrievalCode2
Transformer-VQ: Linear-Time Transformers via Vector QuantizationCode2
GSM-Infinite: How Do Your LLMs Behave over Infinitely Increasing Context Length and Reasoning Complexity?Code2
Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based MethodCode2
SoccerTrack: A Dataset and Tracking Algorithm for Soccer With Fish-Eye and Drone VideosCode2
Hyena Hierarchy: Towards Larger Convolutional Language ModelsCode2
Spacetime Gaussian Feature Splatting for Real-Time Dynamic View SynthesisCode2
XGen-7B Technical ReportCode2
CABM: Content-Aware Bit Mapping for Single Image Super-Resolution Network with Large InputCode1
C^2: Scalable Auto-Feedback for LLM-based Chart GenerationCode1
PACE: Marrying generalization in PArameter-efficient fine-tuning with Consistency rEgularizationCode1
One ruler to measure them all: Benchmarking multilingual long-context language modelsCode1
Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionCode1
MAILEX: Email Event and Argument ExtractionCode1
NLUT: Neural-based 3D Lookup Tables for Video Photorealistic Style TransferCode1
Draft Model Knows When to Stop: A Self-Verification Length Policy for Speculative DecodingCode1
M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language ModelsCode1
Question Answering Classification for Amharic Social Media Community Based QuestionsCode1
Dataset Decomposition: Faster LLM Training with Variable Sequence Length CurriculumCode1
4K-Resolution Photo Exposure Correction at 125 FPS with ~8K ParametersCode1
L-CiteEval: Do Long-Context Models Truly Leverage Context for Responding?Code1
A High-Resolution Dataset for Instance Detection with Multi-View Instance CaptureCode1
Contextual Residual Aggregation for Ultra High-Resolution Image InpaintingCode1
Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Large Language ModelsCode1
Collapsible Linear Blocks for Super-Efficient Super ResolutionCode1
AuthFace: Towards Authentic Blind Face Restoration with Face-oriented Generative Diffusion PriorCode1
In-Context Learning with Many Demonstration ExamplesCode1
Large Batch Training of Convolutional NetworksCode1
AUCO ResNet: an end-to-end network for Covid-19 pre-screening from cough and breathCode1
ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data CharacteristicCode1
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