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Showing 1–50 of 202 papers

TitleStatusHype
MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent—0
UltraVideo: High-Quality UHD Video Dataset with Comprehensive Captions—0
Through the Valley: Path to Effective Long CoT Training for Small Language Models—0
InterRVOS: Interaction-aware Referring Video Object Segmentation—0
SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis—0
LLM in the Loop: Creating the PARADEHATE Dataset for Hate Speech Detoxification—0
Efficient Neural and Numerical Methods for High-Quality Online Speech Spectrogram Inversion via Gradient Theorem—0
LoLA: Low-Rank Linear Attention With Sparse Caching—0
GeoLLaVA-8K: Scaling Remote-Sensing Multimodal Large Language Models to 8K ResolutionCode1
Efficient Correlation Volume Sampling for Ultra-High-Resolution Optical Flow Estimation—0
UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache—0
MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and ThoroughlyCode2
Achieving Scalable Robot Autonomy via neurosymbolic planning using lightweight local LLMCode0
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis—0
Effective Length Extrapolation via Dimension-Wise Positional Embeddings Manipulation—0
KeyDiff: Key Similarity-Based KV Cache Eviction for Long-Context LLM Inference in Resource-Constrained Environments—0
FactGuard: Leveraging Multi-Agent Systems to Generate Answerable and Unanswerable Questions for Enhanced Long-Context LLM ExtractionCode0
Sequential-NIAH: A Needle-In-A-Haystack Benchmark for Extracting Sequential Needles from Long Contexts—0
Pan-LUT: Efficient Pan-sharpening via Learnable Look-Up Tables—0
Visual Acuity Consistent Foveated Rendering towards Retinal Resolution—0
XL-Instruct: Synthetic Data for Cross-Lingual Open-Ended Generation—0
ESSR: An 8K@30FPS Super-Resolution Accelerator With Edge Selective Network—0
Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding—0
KL3M Tokenizers: A Family of Domain-Specific and Character-Level Tokenizers for Legal, Financial, and Preprocessing ApplicationsCode0
SkyLadder: Better and Faster Pretraining via Context Window SchedulingCode1
DPFlow: Adaptive Optical Flow Estimation with a Dual-Pyramid FrameworkCode4
Efficient but Vulnerable: Benchmarking and Defending LLM Batch Prompting Attack—0
One ruler to measure them all: Benchmarking multilingual long-context language modelsCode1
Evaluating the Suitability of Different Intraoral Scan Resolutions for Deep Learning-Based Tooth Segmentation—0
LettuceDetect: A Hallucination Detection Framework for RAG ApplicationsCode4
Unshackling Context Length: An Efficient Selective Attention Approach through Query-Key Compression—0
ParallelComp: Parallel Long-Context Compressor for Length Extrapolation—0
CopySpec: Accelerating LLMs with Speculative Copy-and-Paste Without Compromising QualityCode0
GSM-Infinite: How Do Your LLMs Behave over Infinitely Increasing Context Length and Reasoning Complexity?Code2
BCAT: A Block Causal Transformer for PDE Foundation Models for Fluid Dynamics—0
State Stream Transformer (SST) : Emergent Metacognitive Behaviours Through Latent State Persistence—0
Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration—0
LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation—0
Towards High-fidelity 3D Talking Avatar with Personalized Dynamic Texture—0
CLEAR: Conv-Like Linearization Revs Pre-Trained Diffusion Transformers UpCode3
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context MultitasksCode5
FreeScale: Unleashing the Resolution of Diffusion Models via Tuning-Free Scale Fusion—0
Reversing the Damage: A QP-Aware Transformer-Diffusion Approach for 8K Video Restoration under Codec CompressionCode1
ICPR 2024 Competition on Multilingual Claim-Span IdentificationCode0
TQA-Bench: Evaluating LLMs for Multi-Table Question Answering with Scalable Context and Symbolic ExtensionCode0
Draft Model Knows When to Stop: A Self-Verification Length Policy for Speculative DecodingCode1
Zoomed In, Diffused Out: Towards Local Degradation-Aware Multi-Diffusion for Extreme Image Super-ResolutionCode0
Understanding Chain-of-Thought in LLMs through Information Theory—0
Scaling Mesh Generation via Compressive TokenizationCode0
Fox-1 Technical Report—0
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