Moment-KV: Momentum-Based Decode-Time KV Cache Compression for Long Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Jana, Soumyadeep, Nishad, Sagar, Singh, Sanasam Ranbir |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Mitigating Hallucination in Vision-Language Models through Barrier-Regulated Adaptive Closed-form Steering
by: Jana, Soumyadeep, et al.
Published: (2026)
by: Jana, Soumyadeep, et al.
Published: (2026)
Teaching Sarcasm: Few-Shot Multimodal Sarcasm Detection via Distillation to a Parameter-Efficient Student
by: Jana, Soumyadeep, et al.
Published: (2025)
by: Jana, Soumyadeep, et al.
Published: (2025)
Tracing Thought: Using Chain-of-Thought Reasoning to Identify the LLM Behind AI-Generated Text
by: Agrahari, Shifali, et al.
Published: (2025)
by: Agrahari, Shifali, et al.
Published: (2025)
DeltaKV: Residual-Based KV Cache Compression via Long-Range Similarity
by: Hao, Jitai, et al.
Published: (2026)
by: Hao, Jitai, et al.
Published: (2026)
G-KV: Decoding-Time KV Cache Eviction with Global Attention
by: Liao, Mengqi, et al.
Published: (2025)
by: Liao, Mengqi, et al.
Published: (2025)
The Pitfalls of KV Cache Compression
by: Chen, Alex, et al.
Published: (2025)
by: Chen, Alex, et al.
Published: (2025)
Think Twice Before You Judge: Mixture of Dual Reasoning Experts for Multimodal Sarcasm Detection
by: Jana, Soumyadeep, et al.
Published: (2025)
by: Jana, Soumyadeep, et al.
Published: (2025)
Adapter-state Sharing CLIP for Parameter-efficient Multimodal Sarcasm Detection
by: Jana, Soumyadeep, et al.
Published: (2025)
by: Jana, Soumyadeep, et al.
Published: (2025)
Dual Modality-Aware Gated Prompt Tuning for Few-Shot Multimodal Sarcasm Detection
by: Jana, Soumyadeep, et al.
Published: (2025)
by: Jana, Soumyadeep, et al.
Published: (2025)
CommonKV: Compressing KV Cache with Cross-layer Parameter Sharing
by: Wang, Yixuan, et al.
Published: (2025)
by: Wang, Yixuan, et al.
Published: (2025)
R-KV: Redundancy-aware KV Cache Compression for Reasoning Models
by: Cai, Zefan, et al.
Published: (2025)
by: Cai, Zefan, et al.
Published: (2025)
Lossless KV Cache Compression to 2%
by: Yang, Zhen, et al.
Published: (2024)
by: Yang, Zhen, et al.
Published: (2024)
Time and Memory Trade-off of KV-Cache Compression in Tensor Transformer Decoding
by: Chen, Yifang, et al.
Published: (2025)
by: Chen, Yifang, et al.
Published: (2025)
MuKV: Multi-Grained KV Cache Compression for Long Streaming Video Question-Answering
by: Xiao, Junbin, et al.
Published: (2026)
by: Xiao, Junbin, et al.
Published: (2026)
PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling
by: Cai, Zefan, et al.
Published: (2024)
by: Cai, Zefan, et al.
Published: (2024)
Scaling Test-Time Inference with Policy-Optimized, Dynamic Retrieval-Augmented Generation via KV Caching and Decoding
by: Srinivas, Sakhinana Sagar, et al.
Published: (2025)
by: Srinivas, Sakhinana Sagar, et al.
Published: (2025)
KVSculpt: KV Cache Compression as Distillation
by: Jiang, Bo, et al.
Published: (2026)
by: Jiang, Bo, et al.
Published: (2026)
ClusterKV: Manipulating LLM KV Cache in Semantic Space for Recallable Compression
by: Liu, Guangda, et al.
Published: (2024)
by: Liu, Guangda, et al.
Published: (2024)
HybridKV: Hybrid KV Cache Compression for Efficient Multimodal Large Language Model Inference
by: Zeng, Bowen, et al.
Published: (2026)
by: Zeng, Bowen, et al.
Published: (2026)
OjaKV: Context-Aware Online Low-Rank KV Cache Compression
by: Zhu, Yuxuan, et al.
Published: (2025)
by: Zhu, Yuxuan, et al.
Published: (2025)
LouisKV: Efficient KV Cache Retrieval for Long Input-Output Sequences
by: Wu, Wenbo, et al.
Published: (2025)
by: Wu, Wenbo, et al.
Published: (2025)
SmallKV: Small Model Assisted Compensation of KV Cache Compression for Efficient LLM Inference
by: Zhao, Yi, et al.
Published: (2025)
by: Zhao, Yi, et al.
Published: (2025)
ManifoldKV: Training-Free KV Cache Compression via Euclidean Outlier Detection
by: Datta, Debajyoti, et al.
Published: (2026)
by: Datta, Debajyoti, et al.
Published: (2026)
KeepKV: Achieving Periodic Lossless KV Cache Compression for Efficient LLM Inference
by: Tian, Yuxuan, et al.
Published: (2025)
by: Tian, Yuxuan, et al.
Published: (2025)
DepthKV: Layer-Dependent KV Cache Pruning for Long-Context LLM Inference
by: Dehghanighobadi, Zahra, et al.
Published: (2026)
by: Dehghanighobadi, Zahra, et al.
Published: (2026)
Hurwitz Quaternion Multiplicative Quantization for KV Cache Compression
by: Swain, Kabir, et al.
Published: (2026)
by: Swain, Kabir, et al.
Published: (2026)
Palu: Compressing KV-Cache with Low-Rank Projection
by: Chang, Chi-Chih, et al.
Published: (2024)
by: Chang, Chi-Chih, et al.
Published: (2024)
KVReviver: Reversible KV Cache Compression with Sketch-Based Token Reconstruction
by: Yuan, Aomufei, et al.
Published: (2025)
by: Yuan, Aomufei, et al.
Published: (2025)
ReCalKV: Low-Rank KV Cache Compression via Head Reordering and Offline Calibration
by: Yan, Xianglong, et al.
Published: (2025)
by: Yan, Xianglong, et al.
Published: (2025)
Adaptive KV-Cache Compression without Manually Setting Budget
by: Tang, Chenxia, et al.
Published: (2025)
by: Tang, Chenxia, et al.
Published: (2025)
RelayCaching: Accelerating LLM Collaboration via Decoding KV Cache Reuse
by: Geng, Yingsheng, et al.
Published: (2026)
by: Geng, Yingsheng, et al.
Published: (2026)
PackKV: Reducing KV Cache Memory Footprint through LLM-Aware Lossy Compression
by: Jiang, Bo, et al.
Published: (2025)
by: Jiang, Bo, et al.
Published: (2025)
ZSMerge: Zero-Shot KV Cache Compression for Memory-Efficient Long-Context LLMs
by: Liu, Xin, et al.
Published: (2025)
by: Liu, Xin, et al.
Published: (2025)
Quantization Dominates Rank Reduction for KV-Cache Compression
by: Salfati, Samuel
Published: (2026)
by: Salfati, Samuel
Published: (2026)
CommVQ: Commutative Vector Quantization for KV Cache Compression
by: Li, Junyan, et al.
Published: (2025)
by: Li, Junyan, et al.
Published: (2025)
HeteroCache: A Dynamic Retrieval Approach to Heterogeneous KV Cache Compression for Long-Context LLM Inference
by: Shi, Zhiyuan, et al.
Published: (2026)
by: Shi, Zhiyuan, et al.
Published: (2026)
LookaheadKV: Fast and Accurate KV Cache Eviction by Glimpsing into the Future without Generation
by: Ahn, Jinwoo, et al.
Published: (2026)
by: Ahn, Jinwoo, et al.
Published: (2026)
SurfaceLogicKV: Surface and Logic Attention Behaviors are All You Need for Robust KV Cache Compression
by: Li, Mengjie, et al.
Published: (2025)
by: Li, Mengjie, et al.
Published: (2025)
KV-Fold: One-Step KV-Cache Recurrence for Long-Context Inference
by: Nadali, Alireza, et al.
Published: (2026)
by: Nadali, Alireza, et al.
Published: (2026)
CONF-KV: Confidence-Aware KV Cache Eviction with Mixed-Precision Storage for Long-Horizon LLM
by: Li, Yubo, et al.
Published: (2026)
by: Li, Yubo, et al.
Published: (2026)
Similar Items
-
Mitigating Hallucination in Vision-Language Models through Barrier-Regulated Adaptive Closed-form Steering
by: Jana, Soumyadeep, et al.
Published: (2026) -
Teaching Sarcasm: Few-Shot Multimodal Sarcasm Detection via Distillation to a Parameter-Efficient Student
by: Jana, Soumyadeep, et al.
Published: (2025) -
Tracing Thought: Using Chain-of-Thought Reasoning to Identify the LLM Behind AI-Generated Text
by: Agrahari, Shifali, et al.
Published: (2025) -
DeltaKV: Residual-Based KV Cache Compression via Long-Range Similarity
by: Hao, Jitai, et al.
Published: (2026) -
G-KV: Decoding-Time KV Cache Eviction with Global Attention
by: Liao, Mengqi, et al.
Published: (2025)